- Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Learn Data Analysis with Python in this comprehensive tutorial for beginners, with exercises included!
NOTE: Check description for updated Notebook links.

Data Analysis has been around for a long time, but up until a few years ago, it was practiced using closed, expensive and limited tools like ...
Learn Data Analysis with Python in this comprehensive tutorial for beginners, with exercises included!
NOTE: Check description for updated Notebook links.

Data Analysis has been around for a long time, but up until a few years ago, it was practiced using closed, expensive and limited tools like Excel or Tableau. Python, SQL and other open libraries have changed Data Analysis forever.

In this tutorial you'll learn the whole process of Data Analysis: reading data from multiple sources (CSVs, SQL, Excel, etc), processing them using NumPy and Pandas, visualize them using Matplotlib and Seaborn and clean and process it to create reports.
Additionally, we've included a thorough Jupyter Notebook tutorial, and a quick Python reference to refresh your programming skills.

💻 Course created by Santiago Basulto from DataWars
🔗 Check out all Data Science courses from DataWars: https://datawars.io/ref=fcc

⚠️ Note: Instead of loading the notebooks on notebooks.ai, you should use Google Colab instead. Here are instructions on loading a notebook directly from GitHub into Google Colab: https://colab.research.google.com/github/googlecolab/colabtools/blob/master/notebooks/colab-github-demo.ipynb#scrollTo=K-NVg7RjyeTk

 ⭐️ Course Contents ⭐️
⌨️ Part 1: Introduction
What is Data Analysis, why Python?, what other options are there? what's the cycle of a Data Analysis project? What's the difference between Data Analysis and Data Science?
🔗 Slides for this section: https://docs.google.com/presentation/d/1XXhVx2a7z2GrG5qddIyLFk4T_5s5mmdqSptDGBD9hWk/edit?usp=sharing

⌨️ Part 2: Real Life Example of a Python/Pandas Data Analysis project (00:11:11)
A demonstration of a real life data analysis project using Python, Pandas, SQL and Seaborn. Don't worry, we'll dig deeper in the following sections
🔗 Notebooks: https://github.com/rmotr-curriculum/FreeCodeCamp-Pandas-Real-Life-Example

⌨️ Part 3: Jupyter Notebooks Tutorial (00:30:50)
A step by step tutorial to learn how to use Juptyer Notebooks
🔗 Twitter Cheat Sheet:
🔗 Notebooks: https://github.com/rmotr-curriculum/ds-content-interactive-jupyterlab-tutorial

⌨️ Part 4: Intro to NumPy (01:04:58)
Learn why NumPy was such an important library for the data-processing world in Python. Learn about low level details of computations and memory storage, and why tools like Excel will always be limited when processing large volumes of data.
🔗 Notebooks: https://github.com/rmotr-curriculum/freecodecamp-intro-to-numpy

⌨️ Part 5: Intro to Pandas (01:57:08)
Pandas is arguably the most important library for Data Processing in the Python world. Learn how it works and how its main data structure, the Data Frame, compares to other tools like spreadsheets or DFs used for Big Data
🔗 Notebooks: https://github.com/rmotr-curriculum/freecodecamp-intro-to-pandas

⌨️ Part 6: Data Cleaning (02:47:18)
Learn the different types of issues that we'll face with our data: null values, invalid values, statistical outliers, etc, and how to clean them.
🔗 Notebooks: https://github.com/rmotr-curriculum/data-cleaning-rmotr-freecodecamp

⌨️ Part 7: Reading Data from other sources (03:25:15)
🔗 Notebooks: https://github.com/rmotr-curriculum/RDP-Reading-Data-with-Python-and-Pandas

⌨️ Part 8: Python Recap (03:55:19)
If your Python or coding skills are rusty, check out this section for a quick recap of Python main features and control flow structures.
🔗 Notebooks: https://github.com/rmotr-curriculum/ds-content-python-under-10-minutes

--

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news
Introduction - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Introduction

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:00:00 - 00:11:11
O.. ok. Y... yes sir. - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

O.. ok. Y... yes sir.

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:00:00 - 04:22:13
. Table of Content - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Table of Content

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:01:45 - 00:02:52
. Table of Content* - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Table of Content*

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:01:45 - 00:02:52
Please change the video description and use the index below - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Please change the video description and use the index below

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:02:18 - 00:00:00
pleaaase answer my question, at hour  , i did the exaaact same code but it returned a NAN for all the rows of column language.. what is the problem ? - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

pleaaase answer my question, at hour , i did the exaaact same code but it returned a NAN for all the rows of column language.. what is the problem ?

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:02:32 - 04:22:13
. Introduction - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Introduction

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:02:52 - 00:02:52
. Introduction *** - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Introduction ***

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:02:52 - 00:02:52
What is data analysis - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

What is data analysis

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:02:52 - 00:04:38
Please correct me if I'm wrong isnt the description for Data Analysis at  also known as Business Intelligence? - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Please correct me if I'm wrong isnt the description for Data Analysis at also known as Business Intelligence?

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:04:30 - 04:22:13
Data analysis tools - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Data analysis tools

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:04:38 - 00:07:31
Data analysis process - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Data analysis process

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:07:31 - 00:08:56
Data Analysis vs Data Science - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Data Analysis vs Data Science

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:08:56 - 00:09:28
Python and PyData Ecosystem - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Python and PyData Ecosystem

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:09:28 - 00:09:46
Python data analysis vs Excel - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Python data analysis vs Excel

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:09:46 - 00:11:00
. Real example data analysis with Python: getting a sense of what you can learn from this course - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Real example data analysis with Python: getting a sense of what you can learn from this course

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:11:00 - 00:30:50
. Real example data analysis with Python: getting a sense of what you can learn from this course *** - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Real example data analysis with Python: getting a sense of what you can learn from this course ***

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:11:00 - 00:30:50
: Real Life Example of a Python/Pandas Data Analysis project - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Real Life Example of a Python/Pandas Data Analysis project

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:11:11 - 00:30:50
: Real Life Example of a Python/Pandas Data Analysis project ()A demonstration of a real life data analysis project using Python, Pandas, SQL and Seaborn. Don't worry, we'll dig deeper in the following sections🔗 Notebooks: https://github.com/ine-rmotr-curriculum/FreeCodeCamp-Pandas-Real-Life-Example - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Real Life Example of a Python/Pandas Data Analysis project ()A demonstration of a real life data analysis project using Python, Pandas, SQL and Seaborn. Don't worry, we'll dig deeper in the following sections🔗 Notebooks: https://github.com/ine-rmotr-curriculum/FreeCodeCamp-Pandas-Real-Life-Example

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:11:11 - 00:30:50
Real Life Example of a Python/Pandas Data Analysis project - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Real Life Example of a Python/Pandas Data Analysis project

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:11:11 - 00:30:50
Sir, what do you mean by "spread shits"? @ - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Sir, what do you mean by "spread shits"? @

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:11:59 - 04:22:13
The !head command, shown around  doesn't seem to work any longer. - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

The !head command, shown around doesn't seem to work any longer.

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:12:48 - 04:22:13
where do i find the excercises ? You talk about them around - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

where do i find the excercises ? You talk about them around

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:24:50 - 04:22:13
At  where Lecture 2 started, look like the Sakila database does not load, anything I can try to load for both lecture 2 and exercise 2? To clarify, the page is slowly loaded, but the noteboook cell does not load. - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

At where Lecture 2 started, look like the Sakila database does not load, anything I can try to load for both lecture 2 and exercise 2? To clarify, the page is slowly loaded, but the noteboook cell does not load.

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:24:55 - 04:22:13
Hi everyone, can I ask why we have  ' ' ' when writing sql query? - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Hi everyone, can I ask why we have ' ' ' when writing sql query?

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:25:27 - 04:22:13
Why couldn't I use "or" in that line of code (have to use " | " instead)? - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Why couldn't I use "or" in that line of code (have to use " | " instead)?

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:29:14 - 04:22:13
. How to use Jupyter Notebooks - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. How to use Jupyter Notebooks

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:30:50 - 01:04:58
. How to use Jupyter Notebooks *** - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. How to use Jupyter Notebooks ***

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:30:50 - 01:04:58
: Jupyter Notebooks Tutorial () - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Jupyter Notebooks Tutorial ()

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:30:50 - 01:04:58
: Jupyter Notebooks Tutorial ()A step by step tutorial to learn how to use Juptyer Notebooks🔗 Twitter Cheat Sheet: https://twitter.com/rmotr_com/status/1122176794696847361🔗 Notebooks: https://github.com/ine-rmotr-curriculum/ds-content-interactive-jupyterlab-tutorial - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Jupyter Notebooks Tutorial ()A step by step tutorial to learn how to use Juptyer Notebooks🔗 Twitter Cheat Sheet: https://twitter.com/rmotr_com/status/1122176794696847361🔗 Notebooks: https://github.com/ine-rmotr-curriculum/ds-content-interactive-jupyterlab-tutorial

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:30:50 - 01:04:58
: Jupyter Notebooks Tutorial starts at  and Part 3: Real Life Example of a Python/Pandas Data Analysis project  starts at 00:11:11 - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Jupyter Notebooks Tutorial starts at and Part 3: Real Life Example of a Python/Pandas Data Analysis project starts at 00:11:11

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:30:50 - 04:22:13
Jupyter Notebooks Tutorial - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Jupyter Notebooks Tutorial

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:30:50 - 01:04:58
i didn't get it - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

i didn't get it

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:30:50 - 04:22:13
is when he starts to actually teach. Just saying. - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

is when he starts to actually teach. Just saying.

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
00:54:37 - 04:22:13
. Intro to NumPy - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Intro to NumPy

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:04:58 - 01:09:32
. Intro to NumPy *** - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Intro to NumPy ***

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:04:58 - 01:09:32
: Intro to NumPy (), (01:30:00) - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Intro to NumPy (), (01:30:00)

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:04:58 - 01:57:08
: Intro to NumPy ()Learn why NumPy was such an important library for the data-processing world in Python. Learn about low level details of computations and memory storage, and why tools like Excel will always be limited when processing large volumes of data.🔗 Notebooks: https://github.com/ine-rmotr-curriculum/freecodecamp-intro-to-numpy - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Intro to NumPy ()Learn why NumPy was such an important library for the data-processing world in Python. Learn about low level details of computations and memory storage, and why tools like Excel will always be limited when processing large volumes of data.🔗 Notebooks: https://github.com/ine-rmotr-curriculum/freecodecamp-intro-to-numpy

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:04:58 - 01:57:08
Intro to NumPy - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Intro to NumPy

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:04:58 - 01:57:08
this is just a bookmark for me - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

this is just a bookmark for me

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:07:00 - 04:22:13
Low-level basis: binary numbers, memory footprint - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Low-level basis: binary numbers, memory footprint

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:09:32 - 01:22:50
"I'm making it up as we go." That quote says it all about this tutorial. I was expected a lot more organisation from the presenter, but it seems that he is content with a free-flowing presentation without clear signposting. I didn't enjoy this tutorial at all. - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

"I'm making it up as we go." That quote says it all about this tutorial. I was expected a lot more organisation from the presenter, but it seems that he is content with a free-flowing presentation without clear signposting. I didn't enjoy this tutorial at all.

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:12:48 - 04:22:13
at  No. isn't that 8 numbers and not 7? In Binary, 0 is a number. - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

at No. isn't that 8 numbers and not 7? In Binary, 0 is a number.

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:15:15 - 04:22:13
Python is not memory efficient to store numbers since it wraps everything into objects. Whereas in NumPy, we can select the number of bits to represent numbers - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Python is not memory efficient to store numbers since it wraps everything into objects. Whereas in NumPy, we can select the number of bits to represent numbers

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:22:50 - 01:24:58
In   he is able to use a "autocomplete function" very typical in R Studio but I dont know how to do it in Jupyter Notebooks. Anyone can tell me how he does it? Thanks! - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

In he is able to use a "autocomplete function" very typical in R Studio but I dont know how to do it in Jupyter Notebooks. Anyone can tell me how he does it? Thanks!

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:24:36 - 04:22:13
NumPy can compute arrays faster than Python - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

NumPy can compute arrays faster than Python

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:24:58 - 01:29:47
NumPy tutorial: NumPy arrays, matrices - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

NumPy tutorial: NumPy arrays, matrices

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:29:47 - 01:53:14
I think part of the video is broken, around -1:36:00 - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

I think part of the video is broken, around -1:36:00

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:34:00 - 04:22:13
- i tried writing the same code exactly -but when printing the shape i got (1, 4,  3) instead of (2, 2, 3) like in the video -explanation? - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

- i tried writing the same code exactly -but when printing the shape i got (1, 4, 3) instead of (2, 2, 3) like in the video -explanation?

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:35:00 - 04:22:13
You can also do things like this A [  [   1 ,  2 : 5 ,  -1 ] ,  2 ] - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

You can also do things like this A [ [ 1 , 2 : 5 , -1 ] , 2 ]

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:39:23 - 04:22:13
Can i ask the word use in ? Is it "next permutations" or something? Tks - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Can i ask the word use in ? Is it "next permutations" or something? Tks

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:39:41 - 04:22:13
@ what is the markdown to get that gradient line separator? - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

@ what is the markdown to get that gradient line separator?

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:39:58 - 04:22:13
kindly note that the method np.arange is "arange" instead of "arrange", there is single 'r' instead - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

kindly note that the method np.arange is "arange" instead of "arrange", there is single 'r' instead

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:42:36 - 04:22:13
Notably you _can_ multiply arrays of different dimensions so long as the array with more dimensions is made up of arrays of the same shape as the smaller array. - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Notably you _can_ multiply arrays of different dimensions so long as the array with more dimensions is made up of arrays of the same shape as the smaller array.

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:45:43 - 04:22:13
Taught a very complex topic in the easiest way. - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Taught a very complex topic in the easiest way.

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:52:26 - 04:22:13
Hello, probably the question was already made but in video at  did you mean divisible by 2? - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Hello, probably the question was already made but in video at did you mean divisible by 2?

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:52:32 - 04:22:13
When you refer to dot product here, it is effectively a matrix multiplication by looking at its result! :) - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

When you refer to dot product here, it is effectively a matrix multiplication by looking at its result! :)

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:53:00 - 04:22:13
Memory footprint and performance: Python vs NumPy - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Memory footprint and performance: Python vs NumPy

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:53:14 - 01:56:58
Where you compare performance between Numpy and Python (at ) I need to explicitly add 'dtype=np.intp' to the Numpy array for it to function as it does in your notebook. In fact it wouldn't even get the right value, because the default dtype was too small... Why is this? How do I get my Numpy to pick the right dtype for me like it apparently does for you? XD - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Where you compare performance between Numpy and Python (at ) I need to explicitly add 'dtype=np.intp' to the Numpy array for it to function as it does in your notebook. In fact it wouldn't even get the right value, because the default dtype was too small... Why is this? How do I get my Numpy to pick the right dtype for me like it apparently does for you? XD

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:56:00 - 04:22:13
. Intro to Pandas: getting, processing and visualizing data - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Intro to Pandas: getting, processing and visualizing data

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:56:58 - 01:58:41
. Intro to Pandas: getting, processing and visualizing data *** - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Intro to Pandas: getting, processing and visualizing data ***

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:56:58 - 01:58:41
: Intro to Pandas () - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Intro to Pandas ()

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:57:08 - 02:47:18
: Intro to Pandas ()Pandas is arguably the most important library for Data Processing in the Python world. Learn how it works and how its main data structure, the Data Frame, compares to other tools like spreadsheets or DFs used for Big Data🔗 Notebooks: https://github.com/ine-rmotr-curriculum/freecodecamp-intro-to-pandas - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Intro to Pandas ()Pandas is arguably the most important library for Data Processing in the Python world. Learn how it works and how its main data structure, the Data Frame, compares to other tools like spreadsheets or DFs used for Big Data🔗 Notebooks: https://github.com/ine-rmotr-curriculum/freecodecamp-intro-to-pandas

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:57:08 - 02:47:18
Intro to Pandas - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Intro to Pandas

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:57:08 - 02:47:18
Pandas data structure: Series - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Pandas data structure: Series

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
01:58:41 - 02:02:55
We can change the index of Pandas series and this is fundamentally different from NumPy arrays - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

We can change the index of Pandas series and this is fundamentally different from NumPy arrays

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:02:55 - 02:07:55
The upper limit of slicing in Pandas series is included, whereas, in NumPy, the limit is excluded - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

The upper limit of slicing in Pandas series is included, whereas, in NumPy, the limit is excluded

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:07:55 - 02:14:36
Pandas data structure: DataFrames - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Pandas data structure: DataFrames

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:14:36 - 02:29:10
Most operations in Pandas are immutable - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Most operations in Pandas are immutable

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:29:10 - 02:36:47
you really left us hanging there at - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

you really left us hanging there at

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:33:32 - 04:22:13
Reading external data - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Reading external data

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:36:47 - 02:44:41
Link to data used at ? - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Link to data used at ?

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:38:32 - 04:22:13
At , how could you make both the "Timestamp" and "Price'" to be aligned to each other? Thank you! - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

At , how could you make both the "Timestamp" and "Price'" to be aligned to each other? Thank you!

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:44:38 - 04:22:13
Pandas plotting - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Pandas plotting

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:44:41 - 02:47:18
. Data cleaning - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Data cleaning

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:47:18 - 02:51:40
. Data cleaning *** - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Data cleaning ***

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:47:18 - 02:51:40
: Data Cleaning () - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Data Cleaning ()

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:47:18 - 03:25:15
: Data Cleaning ()Learn the different types of issues that we'll face with our data: null values, invalid values, statistical outliers, etc, and how to clean them.🔗 Notebooks: https://github.com/ine-rmotr-curriculum/data-cleaning-rmotr-freecodecamp - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Data Cleaning ()Learn the different types of issues that we'll face with our data: null values, invalid values, statistical outliers, etc, and how to clean them.🔗 Notebooks: https://github.com/ine-rmotr-curriculum/data-cleaning-rmotr-freecodecamp

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:47:18 - 03:25:15
Data Cleaning - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Data Cleaning

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:47:18 - 03:25:15
Handling miss data - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Handling miss data

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
02:51:40 - 03:03:17
Cleaning invalidate values - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Cleaning invalidate values

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:03:17 - 03:06:09
you walking on thin ice there bro - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

you walking on thin ice there bro

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:04:07 - 04:22:13
Handling duplicated data - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Handling duplicated data

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:06:09 - 03:11:05
Handling text data - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Handling text data

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:11:05 - 03:13:41
Data visualization - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Data visualization

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:13:41 - 03:14:25
Matplotlib global API - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Matplotlib global API

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:14:25 - 03:18:27
Matplotlib OOP API - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Matplotlib OOP API

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:18:27 - 03:25:15
. Working with data from(/to) SQL, CSV, txt, API etc. - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Working with data from(/to) SQL, CSV, txt, API etc.

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:25:15 - 03:26:37
. Working with data from(/to) SQL, CSV, txt, API etc. *** - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Working with data from(/to) SQL, CSV, txt, API etc. ***

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:25:15 - 03:26:37
: Reading Data from other sources () - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Reading Data from other sources ()

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:25:15 - 03:55:19
: Reading Data from other sources ()🔗 Notebooks: https://github.com/ine-rmotr-curriculum/RDP-Reading-Data-with-Python-and-Pandas - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Reading Data from other sources ()🔗 Notebooks: https://github.com/ine-rmotr-curriculum/RDP-Reading-Data-with-Python-and-Pandas

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:25:15 - 03:55:19
Reading Data from other sources - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Reading Data from other sources

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:25:15 - 03:55:19
Python methods for working with files - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Python methods for working with files

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:26:37 - 03:29:33
Python methods for working with CSV files - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Python methods for working with CSV files

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:29:33 - 03:30:05
Pandas methods for working with CSV files - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Pandas methods for working with CSV files

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:30:05 - 03:36:17
Python methods for working with SQL - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Python methods for working with SQL

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:36:17 - 03:38:58
Timestamp for me to continue from: - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Timestamp for me to continue from:

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:38:12 - 04:22:13
Pandas methods for working with SQL - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Pandas methods for working with SQL

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:38:58 - 03:43:09
Pandas methods for working with HTML - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Pandas methods for working with HTML

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:43:09 - 03:49:56
Pandas methods for working with Excel files - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Pandas methods for working with Excel files

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:49:56 - 03:55:18
. Python recap - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Python recap

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:55:18 - 04:22:13
. Python recap *** - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

. Python recap ***

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:55:18 - 04:22:13
: Python Recap () - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Python Recap ()

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:55:19 - 04:22:13
: Python Recap ()If your Python or coding skills are rusty, check out this section for a quick recap of Python main features and control flow structures.🔗 Notebooks: https://github.com/ine-rmotr-curriculum/ds-content-python-under-10-minutes - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

: Python Recap ()If your Python or coding skills are rusty, check out this section for a quick recap of Python main features and control flow structures.🔗 Notebooks: https://github.com/ine-rmotr-curriculum/ds-content-python-under-10-minutes

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:55:19 - 04:22:13
Python Recap - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Python Recap

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
03:55:19 - 04:22:13
Huge thanks for this great video! And NINJA skills at - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Huge thanks for this great video! And NINJA skills at

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
04:13:13 - 04:22:13
Anyone know how he cut multiple lines to make his list at  ? Must be some sort of keyboard function to cut across multiple lines like that? - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

Anyone know how he cut multiple lines to make his list at ? Must be some sort of keyboard function to cut across multiple lines like that?

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
04:13:17 - 04:22:13
How'd you do that segregated copy at - Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

How'd you do that segregated copy at

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
2020年04月15日 
04:13:17 - 04:22:13

freeCodeCamp.org

※本サイトに掲載されているチャンネル情報や動画情報はYouTube公式のAPIを使って取得・表示しています。

Timetable

動画タイムテーブル

動画数:1631件

⌨️ () Overview - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Overview

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:00:00 - 00:05:53
⌨️ () Indexing - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Indexing

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:05:53 - 00:10:40
⌨️ () Retrieval - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Retrieval

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:10:40 - 00:15:52
⌨️ () Generation - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Generation

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:15:52 - 00:22:14
⌨️ () Query Translation (Multi-Query) - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Query Translation (Multi-Query)

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:22:14 - 00:28:20
⌨️ () Query Translation (RAG Fusion) - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Query Translation (RAG Fusion)

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:28:20 - 00:33:57
⌨️ () Query Translation (Decomposition) - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Query Translation (Decomposition)

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:33:57 - 00:40:31
⌨️ () Query Translation (Step Back) - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Query Translation (Step Back)

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:40:31 - 00:47:24
⌨️ () Query Translation (HyDE) - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Query Translation (HyDE)

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:47:24 - 00:52:07
⌨️ () Routing - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Routing

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:52:07 - 00:59:08
⌨️ () Query Construction - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Query Construction

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
00:59:08 - 01:05:05
⌨️ () Indexing (Multi Representation) - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Indexing (Multi Representation)

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
01:05:05 - 01:11:39
⌨️ () Indexing (RAPTOR) - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Indexing (RAPTOR)

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
01:11:39 - 01:19:19
⌨️ () Indexing (ColBERT) - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Indexing (ColBERT)

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
01:19:19 - 01:26:32
⌨️ () CRAG - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () CRAG

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
01:26:32 - 01:44:09
⌨️ () Adaptive RAG - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Adaptive RAG

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
01:44:09 - 02:12:02
⌨️ () Is RAG Really Dead? - RAG From Scratch – Tutorial from LangChain Engineer

⌨️ () Is RAG Really Dead?

RAG From Scratch – Tutorial from LangChain Engineer
2024年04月17日 
02:12:02 - 02:33:11
⌨️ () Video Introduction - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Video Introduction

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:00:00 - 00:03:49
⌨️ () Introduction to Data Science and A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Introduction to Data Science and A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:03:49 - 00:05:38
⌨️ () Basics of A/B Testing in Data Science - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Basics of A/B Testing in Data Science

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:05:38 - 00:07:06
⌨️ () Key Parameters of A/B Testing for Data Scientists - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Key Parameters of A/B Testing for Data Scientists

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:07:06 - 00:09:24
⌨️ () Formulating Hypotheses and Identifying Primary Metrics in Data Science A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Formulating Hypotheses and Identifying Primary Metrics in Data Science A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:09:24 - 00:19:55
⌨️ () Designing an A/B Test: Data Science Approach - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Designing an A/B Test: Data Science Approach

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:19:55 - 00:37:56
⌨️ () Resources for A/B Testing in Data Science - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Resources for A/B Testing in Data Science

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:37:56 - 00:39:22
⌨️ () Analyzing A/B Test Results in Python: Data Science Techniques - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Analyzing A/B Test Results in Python: Data Science Techniques

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:39:22 - 01:01:00
⌨️ () Data Science Portfolio Project: Case Study with AB Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Portfolio Project: Case Study with AB Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:01:00 - 01:04:38
⌨️ () Reintroduction to A/B Testing in the Data Science Process - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Reintroduction to A/B Testing in the Data Science Process

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:04:38 - 01:21:07
⌨️ () Data Science Techniques: Loading Data with Pandas for A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Techniques: Loading Data with Pandas for A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:21:07 - 01:29:19
⌨️ () Data Science Visualization: Using Matplotlib and Seaborn for A/B Test Click Data - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Visualization: Using Matplotlib and Seaborn for A/B Test Click Data

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:29:19 - 01:38:38
⌨️ () Data Science Power Analysis: Understanding A/B Test Model Parameters - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Power Analysis: Understanding A/B Test Model Parameters

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:38:38 - 01:44:25
⌨️ () Data Science Calculations: Pooled Estimates and Variance for A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Calculations: Pooled Estimates and Variance for A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:44:25 - 02:06:48
⌨️ () Computing A/B Test P-Values: Data Science Methods for Statistical Significance - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Computing A/B Test P-Values: Data Science Methods for Statistical Significance

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
02:06:48 - 02:12:42
⌨️ () Practical Significance in A/B Testing: A Data Science Perspective - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Practical Significance in A/B Testing: A Data Science Perspective

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
02:12:42 - 02:29:07
⌨️ () Conclusion: Wrapping Up A/B Testing in Data Science - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Conclusion: Wrapping Up A/B Testing in Data Science

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
02:29:07 - 02:33:06
⌨️ () Introduction - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Introduction

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:00:00 - 00:01:21
⌨️ () Create account - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Create account

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:01:21 - 00:02:15
⌨️ () Create server - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Create server

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:02:15 - 00:07:53
⌨️ () Install software - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Install software

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:07:53 - 00:11:52
⌨️ () Configure Postgresql - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Postgresql

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:11:52 - 00:15:56
⌨️ () Users and environment - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Users and environment

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:15:56 - 00:19:41
⌨️ () Requirements.txt - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Requirements.txt

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:19:41 - 00:22:26
⌨️ () Separate settings file - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Separate settings file

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:22:26 - 00:24:01
⌨️ () Introducing Git - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Introducing Git

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:24:01 - 00:31:36
⌨️ () Environmental variables - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Environmental variables

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:31:36 - 00:33:16
⌨️ () Init database - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Init database

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:33:16 - 00:36:46
⌨️ () Configure Gunicorn - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Gunicorn

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:36:46 - 00:45:25
⌨️ () Configure Supervisor - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Supervisor

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:45:25 - 00:48:44
⌨️ () Configure Nginx - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Nginx

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:48:44 - 00:57:38
⌨️ () SSL / Let's Encrypt - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () SSL / Let's Encrypt

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:57:38 - 00:59:26
⌨️ () Repeat procedure - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Repeat procedure

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:59:26 - 01:15:47
⌨️ () Introduction - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

⌨️ () Introduction

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日 
00:00:00 - 00:01:54
The timing on this video being dropped was PERFECT. I was JUST complaining there wasn't a good video on this 😂 She's brilliant can't wait to finish this. - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

The timing on this video being dropped was PERFECT. I was JUST complaining there wasn't a good video on this 😂 She's brilliant can't wait to finish this.

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日  @beemoore6578 様 
00:01:30 - 01:29:35
⌨️ () What is Figma? - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

⌨️ () What is Figma?

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日 
00:01:54 - 00:02:22
⌨️ () The design - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

⌨️ () The design

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日 
00:02:22 - 00:06:28
⌨️ () Locofy Lightning and LocoAI - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

⌨️ () Locofy Lightning and LocoAI

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日 
00:06:28 - 00:25:18
Starting at  Ania is showing the responsiveness - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

Starting at Ania is showing the responsiveness

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日  @jando3176 様 
00:12:50 - 01:29:35
⌨️ () Let’s build out our app! - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

⌨️ () Let’s build out our app!

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日 
00:25:18 - 00:40:45
⌨️ () Sync to GitHub - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

⌨️ () Sync to GitHub

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日 
00:40:45 - 00:49:40
⌨️ () Create a Database - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

⌨️ () Create a Database

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日 
00:49:40 - 00:54:49
⌨️ () Create Authentication - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

⌨️ () Create Authentication

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日 
00:54:49 - 01:28:20
⌨️ () Let’s deploy our app! - One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

⌨️ () Let’s deploy our app!

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI
2024年04月11日 
01:28:20 - 01:29:35
⌨️ () Intro - Learn Python Backend Development by Building 3 Projects [Full Course]

⌨️ () Intro

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日 
00:00:00 - 00:01:30
⌨️ () AI Web App - Learn Python Backend Development by Building 3 Projects [Full Course]

⌨️ () AI Web App

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日 
00:01:30 - 03:07:35
Django - Learn Python Backend Development by Building 3 Projects [Full Course]

Django

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日  @jonathanmeza4141 様 
01:02:13 - 01:11:33
Postgres - Learn Python Backend Development by Building 3 Projects [Full Course]

Postgres

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日  @jonathanmeza4141 様 
01:11:33 - 10:08:02
@CodeWithTomi can you post the information on setting up the Qovery account with AWS you mentioned at timestamp ? Thanks! - Learn Python Backend Development by Building 3 Projects [Full Course]

@CodeWithTomi can you post the information on setting up the Qovery account with AWS you mentioned at timestamp ? Thanks!

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日  @Dorso2009 様 
01:13:20 - 10:08:02
I'm stuck on . i got "error 500" - Learn Python Backend Development by Building 3 Projects [Full Course]

I'm stuck on . i got "error 500"

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日  @walassi834 様 
02:33:00 - 10:08:02
⌨️ () Netflix Clone - Learn Python Backend Development by Building 3 Projects [Full Course]

⌨️ () Netflix Clone

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日 
03:07:35 - 06:11:33
⌨️ () Spotify Clone - Part 1 - Learn Python Backend Development by Building 3 Projects [Full Course]

⌨️ () Spotify Clone - Part 1

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日 
06:11:33 - 06:33:25
⌨️ () Spotify Clone - Part 2 - Learn Python Backend Development by Building 3 Projects [Full Course]

⌨️ () Spotify Clone - Part 2

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日 
06:33:25 - 06:55:45
⌨️ () Spotify Clone - Part 3 - Learn Python Backend Development by Building 3 Projects [Full Course]

⌨️ () Spotify Clone - Part 3

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日 
06:55:45 - 09:50:21
⌨️ () Spotify Clone - Part 4 - Learn Python Backend Development by Building 3 Projects [Full Course]

⌨️ () Spotify Clone - Part 4

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日 
09:50:21 - 10:07:48
⌨️ () Outro - Learn Python Backend Development by Building 3 Projects [Full Course]

⌨️ () Outro

Learn Python Backend Development by Building 3 Projects [Full Course]
2024年04月10日 
10:07:48 - 10:08:02
⌨️ () Course Overview - Learn React Router v6 – Full Course

⌨️ () Course Overview

Learn React Router v6 – Full Course
2024年04月04日 
00:00:00 - 00:02:23
⌨️ () Introduction To React Router - Learn React Router v6 – Full Course

⌨️ () Introduction To React Router

Learn React Router v6 – Full Course
2024年04月04日 
00:02:23 - 00:05:08
⌨️ () Project Overview - Learn React Router v6 – Full Course

⌨️ () Project Overview

Learn React Router v6 – Full Course
2024年04月04日 
00:05:08 - 00:07:01
⌨️ () Project Setup - Learn React Router v6 – Full Course

⌨️ () Project Setup

Learn React Router v6 – Full Course
2024年04月04日 
00:07:01 - 00:09:23
⌨️ () Installing React Router - Learn React Router v6 – Full Course

⌨️ () Installing React Router

Learn React Router v6 – Full Course
2024年04月04日 
00:09:23 - 00:10:33
⌨️ () Setting up React Router - Learn React Router v6 – Full Course

⌨️ () Setting up React Router

Learn React Router v6 – Full Course
2024年04月04日 
00:10:33 - 00:14:11
⌨️ () Introduction to Routing - Learn React Router v6 – Full Course

⌨️ () Introduction to Routing

Learn React Router v6 – Full Course
2024年04月04日 
00:14:11 - 00:20:37
⌨️ () Boilerplate code - Learn React Router v6 – Full Course

⌨️ () Boilerplate code

Learn React Router v6 – Full Course
2024年04月04日 
00:20:37 - 00:21:23
⌨️ () Adding a new Route - Learn React Router v6 – Full Course

⌨️ () Adding a new Route

Learn React Router v6 – Full Course
2024年04月04日 
00:21:23 - 00:22:12
⌨️ () How to Navigate between Pages - Learn React Router v6 – Full Course

⌨️ () How to Navigate between Pages

Learn React Router v6 – Full Course
2024年04月04日 
00:22:12 - 00:25:01
⌨️ () Nested Routes - Learn React Router v6 – Full Course

⌨️ () Nested Routes

Learn React Router v6 – Full Course
2024年04月04日 
00:25:01 - 00:31:37
⌨️ () Creating a custom "Not Found" page - Learn React Router v6 – Full Course

⌨️ () Creating a custom "Not Found" page

Learn React Router v6 – Full Course
2024年04月04日 
00:31:37 - 00:35:30
⌨️ () Dynamic Routing - Learn React Router v6 – Full Course

⌨️ () Dynamic Routing

Learn React Router v6 – Full Course
2024年04月04日 
00:35:30 - 00:43:34
⌨️ () Programmatic Navigation - Learn React Router v6 – Full Course

⌨️ () Programmatic Navigation

Learn React Router v6 – Full Course
2024年04月04日 
00:43:34 - 00:53:27
⌨️ () Route Guarding - Learn React Router v6 – Full Course

⌨️ () Route Guarding

Learn React Router v6 – Full Course
2024年04月04日 
00:53:27 - 01:02:45
⌨️ () Navbar Adjustment - Learn React Router v6 – Full Course

⌨️ () Navbar Adjustment

Learn React Router v6 – Full Course
2024年04月04日 
01:02:45 - 01:06:07
⌨️ () Navigation Transition Animation - Learn React Router v6 – Full Course

⌨️ () Navigation Transition Animation

Learn React Router v6 – Full Course
2024年04月04日 
01:06:07 - 01:16:54
⌨️ () Lazy Loading - Learn React Router v6 – Full Course

⌨️ () Lazy Loading

Learn React Router v6 – Full Course
2024年04月04日 
01:16:54 - 01:24:34
⌨️ () Advanced Route Config - Learn React Router v6 – Full Course

⌨️ () Advanced Route Config

Learn React Router v6 – Full Course
2024年04月04日 
01:24:34 - 01:37:09
⌨️ () The Final Project - Learn React Router v6 – Full Course

⌨️ () The Final Project

Learn React Router v6 – Full Course
2024年04月04日 
01:37:09 - 01:38:09
⌨️ () The END! - Learn React Router v6 – Full Course

⌨️ () The END!

Learn React Router v6 – Full Course
2024年04月04日 
01:38:09 - 01:43:23
⌨️ () Intro - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () Intro

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
00:00:00 - 00:03:35
⌨️ () Setup - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () Setup

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
00:03:35 - 00:16:40
⌨️ () Loading assets - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () Loading assets

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
00:16:40 - 00:19:36
⌨️ () How to use Tiled to draw maps - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () How to use Tiled to draw maps

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
00:19:36 - 00:36:23
⌨️ () Writing logic to display map - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () Writing logic to display map

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
00:36:23 - 00:45:02
⌨️ () Creating the player - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () Creating the player

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
00:45:02 - 00:52:13
⌨️ () Writing logic to display boundaries - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () Writing logic to display boundaries

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
00:52:13 - 00:58:07
⌨️ () Writing logic to display dialogue - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () Writing logic to display dialogue

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
00:58:07 - 01:16:28
⌨️ () Spawning the player + player movement logic - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () Spawning the player + player movement logic

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
01:16:28 - 01:26:33
⌨️ () Writing logic for scaling the camera + animations + dialogue text - Build a Dev Portfolio as a 2D Game – JavaScript Course

⌨️ () Writing logic for scaling the camera + animations + dialogue text

Build a Dev Portfolio as a 2D Game – JavaScript Course
2024年04月04日 
01:26:33 - 01:37:41