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

: Data Cleaning ()(02:47:18 - 03:25:15)
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:1620件

⌨️ () Introduction - Automate Boring Tasks – No-Code Automation Course

⌨️ () Introduction

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:00:00 - 00:05:23
⌨️ () Getting started - Automate Boring Tasks – No-Code Automation Course

⌨️ () Getting started

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:05:23 - 00:08:26
⌨️ () Lead Management Automation - Automate Boring Tasks – No-Code Automation Course

⌨️ () Lead Management Automation

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:08:26 - 00:09:19
⌨️ () Lead organization with Facebook Lead Ads and Google Sheets - Automate Boring Tasks – No-Code Automation Course

⌨️ () Lead organization with Facebook Lead Ads and Google Sheets

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:09:19 - 00:21:32
⌨️ () Lead Enrichment with web-hooks, HubSpot, Slack and Clearbit - Automate Boring Tasks – No-Code Automation Course

⌨️ () Lead Enrichment with web-hooks, HubSpot, Slack and Clearbit

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:21:32 - 00:58:04
⌨️ () Lead classification with Typeform and Hubspot - Automate Boring Tasks – No-Code Automation Course

⌨️ () Lead classification with Typeform and Hubspot

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
00:58:04 - 01:10:10
⌨️ () Qualify incoming leads with Google Sheets and Clearbit - Automate Boring Tasks – No-Code Automation Course

⌨️ () Qualify incoming leads with Google Sheets and Clearbit

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:10:10 - 01:29:43
⌨️ () Ecommerce Automation - Automate Boring Tasks – No-Code Automation Course

⌨️ () Ecommerce Automation

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:29:43 - 01:30:27
⌨️ () Generate Product Descriptions with ChatGPT and Google Sheets - Automate Boring Tasks – No-Code Automation Course

⌨️ () Generate Product Descriptions with ChatGPT and Google Sheets

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:30:27 - 01:45:49
⌨️ () Ticketing/Barcode Automation - Automate Boring Tasks – No-Code Automation Course

⌨️ () Ticketing/Barcode Automation

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:45:49 - 01:46:13
⌨️ () Generate barcoded tickets with Google Sheets and Google Docs - Automate Boring Tasks – No-Code Automation Course

⌨️ () Generate barcoded tickets with Google Sheets and Google Docs

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
01:46:13 - 02:07:45
⌨️ () Automation In-house - Automate Boring Tasks – No-Code Automation Course

⌨️ () Automation In-house

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:07:45 - 02:08:05
⌨️ () Generate calendar events with Trello and Google Calendar - Automate Boring Tasks – No-Code Automation Course

⌨️ () Generate calendar events with Trello and Google Calendar

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:08:05 - 02:17:03
⌨️ () Make a to-do list from Discord Messages and Google Sheets - Automate Boring Tasks – No-Code Automation Course

⌨️ () Make a to-do list from Discord Messages and Google Sheets

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:17:03 - 02:33:16
⌨️ () Automation and AI - Automate Boring Tasks – No-Code Automation Course

⌨️ () Automation and AI

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:33:16 - 02:34:00
⌨️ () Automate emails with ChatGPT and Gmail - Automate Boring Tasks – No-Code Automation Course

⌨️ () Automate emails with ChatGPT and Gmail

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
02:34:00 - 03:00:24
⌨️ () Recap - Automate Boring Tasks – No-Code Automation Course

⌨️ () Recap

Automate Boring Tasks – No-Code Automation Course
2024年03月28日 
03:00:24 - 03:00:39
⌨️  What is NestJS - Learn NestJS – Complete Course

⌨️ What is NestJS

Learn NestJS – Complete Course
2024年03月26日 
00:00:00 - 00:03:01
⌨️  Create NestJS Project - Learn NestJS – Complete Course

⌨️ Create NestJS Project

Learn NestJS – Complete Course
2024年03月26日 
00:03:01 - 00:05:30
⌨️  NestJS Directory StructureModule 1 - Learn NestJS – Complete Course

⌨️ NestJS Directory StructureModule 1

Learn NestJS – Complete Course
2024年03月26日 
00:05:30 - 00:07:00
⌨️  Creating Controller - Learn NestJS – Complete Course

⌨️ Creating Controller

Learn NestJS – Complete Course
2024年03月26日 
00:07:00 - 00:11:07
⌨️  Creating a Service - Learn NestJS – Complete Course

⌨️ Creating a Service

Learn NestJS – Complete Course
2024年03月26日 
00:11:07 - 00:18:09
⌨️  Creating ModuleModule 2 - Learn NestJS – Complete Course

⌨️ Creating ModuleModule 2

Learn NestJS – Complete Course
2024年03月26日 
00:18:09 - 00:24:27
⌨️  Middleware - Learn NestJS – Complete Course

⌨️ Middleware

Learn NestJS – Complete Course
2024年03月26日 
00:24:27 - 00:32:39
⌨️  Exception Filter - Learn NestJS – Complete Course

⌨️ Exception Filter

Learn NestJS – Complete Course
2024年03月26日 
00:32:39 - 00:43:07
⌨️  Transform param using ParseIntPipe - Learn NestJS – Complete Course

⌨️ Transform param using ParseIntPipe

Learn NestJS – Complete Course
2024年03月26日 
00:43:07 - 00:48:10
⌨️  Validate Request Body using class validatorModule 3 - Learn NestJS – Complete Course

⌨️ Validate Request Body using class validatorModule 3

Learn NestJS – Complete Course
2024年03月26日 
00:48:10 - 00:52:09
⌨️  Custom Providers - Learn NestJS – Complete Course

⌨️ Custom Providers

Learn NestJS – Complete Course
2024年03月26日 
00:52:09 - 01:15:26
⌨️  Injection Scopes - Learn NestJS – Complete Course

⌨️ Injection Scopes

Learn NestJS – Complete Course
2024年03月26日 
01:15:26 - 01:20:59
⌨️  One To Many RelationModule 4 - Learn NestJS – Complete Course

⌨️ One To Many RelationModule 4

Learn NestJS – Complete Course
2024年03月26日 
01:20:59 - 01:35:05
Something wrong with the order, cause in  One To Many Relation we already have part of code which will be in - Learn NestJS – Complete Course

Something wrong with the order, cause in One To Many Relation we already have part of code which will be in

Learn NestJS – Complete Course
2024年03月26日  @WanKy182 様 
01:20:59 - 01:43:42
we don't have song and user entity at that time, we haven't installed typeorm yet - Learn NestJS – Complete Course

we don't have song and user entity at that time, we haven't installed typeorm yet

Learn NestJS – Complete Course
2024年03月26日  @WanKy182 様 
01:22:10 - 13:56:30
⌨️  Establish Database Connection - Learn NestJS – Complete Course

⌨️ Establish Database Connection

Learn NestJS – Complete Course
2024年03月26日 
01:35:05 - 01:43:42
⌨️  Create an Entity - Learn NestJS – Complete Course

⌨️ Create an Entity

Learn NestJS – Complete Course
2024年03月26日 
01:43:42 - 01:50:43
Create an Entity - Learn NestJS – Complete Course

Create an Entity

Learn NestJS – Complete Course
2024年03月26日  @WanKy182 様 
01:43:42 - 13:56:30
⌨️  Create and Fetch records from Database - Learn NestJS – Complete Course

⌨️ Create and Fetch records from Database

Learn NestJS – Complete Course
2024年03月26日 
01:50:43 - 02:08:54
⌨️  PaginationModule 5 - Learn NestJS – Complete Course

⌨️ PaginationModule 5

Learn NestJS – Complete Course
2024年03月26日 
02:08:54 - 02:17:44
⌨️  One to One - Learn NestJS – Complete Course

⌨️ One to One

Learn NestJS – Complete Course
2024年03月26日 
02:17:44 - 02:24:14
⌨️  Many to Many relationModule 6 - Learn NestJS – Complete Course

⌨️ Many to Many relationModule 6

Learn NestJS – Complete Course
2024年03月26日 
02:24:14 - 02:43:51
⌨️  User Signup - Learn NestJS – Complete Course

⌨️ User Signup

Learn NestJS – Complete Course
2024年03月26日 
02:43:51 - 03:00:05
⌨️  User Login - Learn NestJS – Complete Course

⌨️ User Login

Learn NestJS – Complete Course
2024年03月26日 
03:00:05 - 03:08:12
⌨️  Authenticate User with Passport JWT - Learn NestJS – Complete Course

⌨️ Authenticate User with Passport JWT

Learn NestJS – Complete Course
2024年03月26日 
03:08:12 - 03:24:42
⌨️  Role Based Authentication - Learn NestJS – Complete Course

⌨️ Role Based Authentication

Learn NestJS – Complete Course
2024年03月26日 
03:24:42 - 03:46:51
⌨️  Two Factor Authentication - Learn NestJS – Complete Course

⌨️ Two Factor Authentication

Learn NestJS – Complete Course
2024年03月26日 
03:46:51 - 04:17:41
⌨️  API Key AuthenticationModule 7 - Learn NestJS – Complete Course

⌨️ API Key AuthenticationModule 7

Learn NestJS – Complete Course
2024年03月26日 
04:17:41 - 04:32:52
⌨️  Debug NestJS Application - Learn NestJS – Complete Course

⌨️ Debug NestJS Application

Learn NestJS – Complete Course
2024年03月26日 
04:32:52 - 04:37:00
⌨️  Migrations - Learn NestJS – Complete Course

⌨️ Migrations

Learn NestJS – Complete Course
2024年03月26日 
04:37:00 - 04:49:51
⌨️  SeedingModule 8 - Learn NestJS – Complete Course

⌨️ SeedingModule 8

Learn NestJS – Complete Course
2024年03月26日 
04:49:51 - 05:02:02
⌨️  Custom Configuration - Learn NestJS – Complete Course

⌨️ Custom Configuration

Learn NestJS – Complete Course
2024年03月26日 
05:02:02 - 05:24:29
⌨️  Validate Env Variables - Learn NestJS – Complete Course

⌨️ Validate Env Variables

Learn NestJS – Complete Course
2024年03月26日 
05:24:29 - 05:35:48
⌨️  Hot Module ReloadingModule 9 - Learn NestJS – Complete Course

⌨️ Hot Module ReloadingModule 9

Learn NestJS – Complete Course
2024年03月26日 
05:35:48 - 05:45:51
⌨️  Swagger Setup - Learn NestJS – Complete Course

⌨️ Swagger Setup

Learn NestJS – Complete Course
2024年03月26日 
05:45:51 - 05:52:30
⌨️  Document Signup Route - Learn NestJS – Complete Course

⌨️ Document Signup Route

Learn NestJS – Complete Course
2024年03月26日 
05:52:30 - 05:58:28
⌨️  Create Schema using ApiProperty - Learn NestJS – Complete Course

⌨️ Create Schema using ApiProperty

Learn NestJS – Complete Course
2024年03月26日 
05:58:28 - 06:02:54
⌨️  Test JWT AuthenticationModule 10 - Learn NestJS – Complete Course

⌨️ Test JWT AuthenticationModule 10

Learn NestJS – Complete Course
2024年03月26日 
06:02:54 - 06:11:40
⌨️  Install MongoDB using Docker Compose - Learn NestJS – Complete Course

⌨️ Install MongoDB using Docker Compose

Learn NestJS – Complete Course
2024年03月26日 
06:11:40 - 06:18:16
⌨️  Connect with MongoDB - Learn NestJS – Complete Course

⌨️ Connect with MongoDB

Learn NestJS – Complete Course
2024年03月26日 
06:18:16 - 06:21:24
⌨️  Create Schema - Learn NestJS – Complete Course

⌨️ Create Schema

Learn NestJS – Complete Course
2024年03月26日 
06:21:24 - 06:24:56
⌨️  Save Record in Mongo Collection - Learn NestJS – Complete Course

⌨️ Save Record in Mongo Collection

Learn NestJS – Complete Course
2024年03月26日 
06:24:56 - 06:33:08
⌨️  Find and Delete - Learn NestJS – Complete Course

⌨️ Find and Delete

Learn NestJS – Complete Course
2024年03月26日 
06:33:08 - 06:38:47
⌨️  PopulateModule 11 - Learn NestJS – Complete Course

⌨️ PopulateModule 11

Learn NestJS – Complete Course
2024年03月26日 
06:38:47 - 06:52:18
⌨️  Configure Dev and Production Env - Learn NestJS – Complete Course

⌨️ Configure Dev and Production Env

Learn NestJS – Complete Course
2024年03月26日 
06:52:18 - 07:01:22
⌨️  Push Source Code to Github Repo - Learn NestJS – Complete Course

⌨️ Push Source Code to Github Repo

Learn NestJS – Complete Course
2024年03月26日 
07:01:22 - 07:06:38
⌨️  Deploy NestJS Project to Railway - Learn NestJS – Complete Course

⌨️ Deploy NestJS Project to Railway

Learn NestJS – Complete Course
2024年03月26日 
07:06:38 - 07:15:44
⌨️  Install Dotenv to work with TypeORM migrations - Learn NestJS – Complete Course

⌨️ Install Dotenv to work with TypeORM migrations

Learn NestJS – Complete Course
2024年03月26日 
07:15:44 - 07:20:20
⌨️  Fixing Env BugsModule 12 - Learn NestJS – Complete Course

⌨️ Fixing Env BugsModule 12

Learn NestJS – Complete Course
2024年03月26日 
07:20:20 - 07:29:45
⌨️  Getting started with Jest - Learn NestJS – Complete Course

⌨️ Getting started with Jest

Learn NestJS – Complete Course
2024年03月26日 
07:29:45 - 07:37:22
⌨️  Auto Mocking - Learn NestJS – Complete Course

⌨️ Auto Mocking

Learn NestJS – Complete Course
2024年03月26日 
07:37:22 - 07:55:13
⌨️  SpyOn Function - Learn NestJS – Complete Course

⌨️ SpyOn Function

Learn NestJS – Complete Course
2024年03月26日 
07:55:13 - 08:05:49
⌨️  Unit Test Controller - Learn NestJS – Complete Course

⌨️ Unit Test Controller

Learn NestJS – Complete Course
2024年03月26日 
08:05:49 - 08:19:35
⌨️  Unit Test Service - Learn NestJS – Complete Course

⌨️ Unit Test Service

Learn NestJS – Complete Course
2024年03月26日 
08:19:35 - 08:28:19
⌨️  E2E TestingModule 13 - Learn NestJS – Complete Course

⌨️ E2E TestingModule 13

Learn NestJS – Complete Course
2024年03月26日 
08:28:19 - 08:41:58
⌨️  Speedy Web Compiler with NestJS v10 - Learn NestJS – Complete Course

⌨️ Speedy Web Compiler with NestJS v10

Learn NestJS – Complete Course
2024年03月26日 
08:41:58 - 08:50:31
⌨️  Creating Websocket Server - Learn NestJS – Complete Course

⌨️ Creating Websocket Server

Learn NestJS – Complete Course
2024年03月26日 
08:50:31 - 08:59:05
⌨️  Send Message from Frontend appModule 14 - Learn NestJS – Complete Course

⌨️ Send Message from Frontend appModule 14

Learn NestJS – Complete Course
2024年03月26日 
08:59:05 - 09:05:48
⌨️  GraphQL Server Setup - Learn NestJS – Complete Course

⌨️ GraphQL Server Setup

Learn NestJS – Complete Course
2024年03月26日 
09:05:48 - 09:13:43
⌨️  Define Queries and Mutations - Learn NestJS – Complete Course

⌨️ Define Queries and Mutations

Learn NestJS – Complete Course
2024年03月26日 
09:13:43 - 09:20:11
⌨️  Resolve Queries - Learn NestJS – Complete Course

⌨️ Resolve Queries

Learn NestJS – Complete Course
2024年03月26日 
09:20:11 - 09:25:42
⌨️  Resolve Mutations - Learn NestJS – Complete Course

⌨️ Resolve Mutations

Learn NestJS – Complete Course
2024年03月26日 
09:25:42 - 09:30:35
⌨️  Error HandlingModule 15 - Learn NestJS – Complete Course

⌨️ Error HandlingModule 15

Learn NestJS – Complete Course
2024年03月26日 
09:30:35 - 09:34:14
⌨️  Define Schema for Authentication - Learn NestJS – Complete Course

⌨️ Define Schema for Authentication

Learn NestJS – Complete Course
2024年03月26日 
09:34:14 - 09:42:13
⌨️  Resolve Auth Queries and Mutations - Learn NestJS – Complete Course

⌨️ Resolve Auth Queries and Mutations

Learn NestJS – Complete Course
2024年03月26日 
09:42:13 - 09:52:47
⌨️  Apply Authentication using Auth GuardModule 16 - Learn NestJS – Complete Course

⌨️ Apply Authentication using Auth GuardModule 16

Learn NestJS – Complete Course
2024年03月26日 
09:52:47 - 10:12:06
⌨️  Implement Real time SubscriptionModule 17 - Learn NestJS – Complete Course

⌨️ Implement Real time SubscriptionModule 17

Learn NestJS – Complete Course
2024年03月26日 
10:12:06 - 10:20:39
⌨️  Unit Test Resolver - Learn NestJS – Complete Course

⌨️ Unit Test Resolver

Learn NestJS – Complete Course
2024年03月26日 
10:20:39 - 10:32:02
⌨️  End to End Tesing GraphQL APIsModule 18 - Learn NestJS – Complete Course

⌨️ End to End Tesing GraphQL APIsModule 18

Learn NestJS – Complete Course
2024年03月26日 
10:32:02 - 10:46:55
⌨️  Server Side Caching using Apollo - Learn NestJS – Complete Course

⌨️ Server Side Caching using Apollo

Learn NestJS – Complete Course
2024年03月26日 
10:46:55 - 10:58:56
⌨️  Optimize Query Performance using Data Loader - Learn NestJS – Complete Course

⌨️ Optimize Query Performance using Data Loader

Learn NestJS – Complete Course
2024年03月26日 
10:58:56 - 11:14:06
⌨️  Fetching Data from External REST APIModule 19 - Learn NestJS – Complete Course

⌨️ Fetching Data from External REST APIModule 19

Learn NestJS – Complete Course
2024年03月26日 
11:14:06 - 11:20:56
⌨️  Setup Prisma - Learn NestJS – Complete Course

⌨️ Setup Prisma

Learn NestJS – Complete Course
2024年03月26日 
11:20:56 - 11:24:25
⌨️  Models and Migrations - Learn NestJS – Complete Course

⌨️ Models and Migrations

Learn NestJS – Complete Course
2024年03月26日 
11:24:25 - 11:28:08
⌨️  Generate Prisma Client - Learn NestJS – Complete Course

⌨️ Generate Prisma Client

Learn NestJS – Complete Course
2024年03月26日 
11:28:08 - 11:30:43
⌨️  Create, Find and FindOne - Learn NestJS – Complete Course

⌨️ Create, Find and FindOne

Learn NestJS – Complete Course
2024年03月26日 
11:30:43 - 11:40:57
⌨️  Update and Delete Operation - Learn NestJS – Complete Course

⌨️ Update and Delete Operation

Learn NestJS – Complete Course
2024年03月26日 
11:40:57 - 11:49:17
⌨️  One to Many Relation - Learn NestJS – Complete Course

⌨️ One to Many Relation

Learn NestJS – Complete Course
2024年03月26日 
11:49:17 - 12:00:54
⌨️  One to One Relation - Learn NestJS – Complete Course

⌨️ One to One Relation

Learn NestJS – Complete Course
2024年03月26日 
12:00:54 - 12:07:33
⌨️  Many to Many Relation - Learn NestJS – Complete Course

⌨️ Many to Many Relation

Learn NestJS – Complete Course
2024年03月26日 
12:07:33 - 12:20:35
⌨️  Bulk or Batch Operations - Learn NestJS – Complete Course

⌨️ Bulk or Batch Operations

Learn NestJS – Complete Course
2024年03月26日 
12:20:35 - 12:24:29
⌨️  Implement Transaction using Nested Queries - Learn NestJS – Complete Course

⌨️ Implement Transaction using Nested Queries

Learn NestJS – Complete Course
2024年03月26日 
12:24:29 - 12:32:56
⌨️  Interactive TransactionsModule 20 - Learn NestJS – Complete Course

⌨️ Interactive TransactionsModule 20

Learn NestJS – Complete Course
2024年03月26日 
12:32:56 - 12:46:08
⌨️  File Upload - Learn NestJS – Complete Course

⌨️ File Upload

Learn NestJS – Complete Course
2024年03月26日 
12:46:08 - 12:56:12
⌨️  Custom Decorator - Learn NestJS – Complete Course

⌨️ Custom Decorator

Learn NestJS – Complete Course
2024年03月26日 
12:56:12 - 13:02:03
⌨️  Scheduling CRON Task with Nest.js - Learn NestJS – Complete Course

⌨️ Scheduling CRON Task with Nest.js

Learn NestJS – Complete Course
2024年03月26日 
13:02:03 - 13:14:41
⌨️  Cookies - Learn NestJS – Complete Course

⌨️ Cookies

Learn NestJS – Complete Course
2024年03月26日 
13:14:41 - 13:23:03
⌨️  Queues - Learn NestJS – Complete Course

⌨️ Queues

Learn NestJS – Complete Course
2024年03月26日 
13:23:03 - 13:35:43
⌨️  Event Emitter - Learn NestJS – Complete Course

⌨️ Event Emitter

Learn NestJS – Complete Course
2024年03月26日 
13:35:43 - 13:47:13
⌨️  Streaming - Learn NestJS – Complete Course

⌨️ Streaming

Learn NestJS – Complete Course
2024年03月26日 
13:47:13 - 13:52:55
⌨️  Session - Learn NestJS – Complete Course

⌨️ Session

Learn NestJS – Complete Course
2024年03月26日 
13:52:55 - 13:56:30