⌨ () Intro to Machine Learning(00:08:45 - 00:12:26) - Machine Learning for Everybody – Full Course

⌨ () Intro to Machine Learning(00:08:45 - 00:12:26)
Machine Learning for Everybody – Full Course

Learn Machine Learning in a way that is accessible to absolute beginners. You will learn the basics of Machine Learning and how to use TensorFlow to implement many different concepts.

✏️ Kylie Ying developed this course. Check out her channel: https://www.youtube.com/c/YCubed

⭐️ Code and Resour...
Learn Machine Learning in a way that is accessible to absolute beginners. You will learn the basics of Machine Learning and how to use TensorFlow to implement many different concepts.

✏️ Kylie Ying developed this course. Check out her channel: https://www.youtube.com/c/YCubed

⭐️ Code and Resources ⭐️
🔗 Supervised learning (classification/MAGIC): https://colab.research.google.com/drive/16w3TDn_tAku17mum98EWTmjaLHAJcsk0?usp=sharing
🔗 Supervised learning (regression/bikes): https://colab.research.google.com/drive/1m3oQ9b0oYOT-DXEy0JCdgWPLGllHMb4V?usp=sharing
🔗 Unsupervised learning (seeds): https://colab.research.google.com/drive/1zw_6ZnFPCCh6mWDAd_VBMZB4VkC3ys2q?usp=sharing
🔗 Dataets (add a note that for the bikes dataset, they may have to open the downloaded csv file and remove special characters)
🔗 MAGIC dataset: https://archive.ics.uci.edu/ml/datasets/MAGIC+Gamma+Telescope
🔗 Bikes dataset: https://archive.ics.uci.edu/ml/datasets/Seoul+Bike+Sharing+Demand
🔗 Seeds/wheat dataset: https://archive.ics.uci.edu/ml/datasets/seeds

🏗 Google provided a grant to make this course possible.

⭐️ Contents ⭐️
⌨️ (0:00:00) Intro
⌨️ (0:00:58) Data/Colab Intro
⌨️ (0:08:45) Intro to Machine Learning
⌨️ (0:12:26) Features
⌨️ (0:17:23) Classification/Regression
⌨️ (0:19:57) Training Model
⌨️ (0:30:57) Preparing Data
⌨️ (0:44:43) K-Nearest Neighbors
⌨️ (0:52:42) KNN Implementation
⌨️ (1:08:43) Naive Bayes
⌨️ (1:17:30) Naive Bayes Implementation
⌨️ (1:19:22) Logistic Regression
⌨️ (1:27:56) Log Regression Implementation
⌨️ (1:29:13) Support Vector Machine
⌨️ (1:37:54) SVM Implementation
⌨️ (1:39:44) Neural Networks
⌨️ (1:47:57) Tensorflow
⌨️ (1:49:50) Classification NN using Tensorflow
⌨️ (2:10:12) Linear Regression
⌨️ (2:34:54) Lin Regression Implementation
⌨️ (2:57:44) Lin Regression using a Neuron
⌨️ (3:00:15) Regression NN using Tensorflow
⌨️ (3:13:13) K-Means Clustering
⌨️ (3:23:46) Principal Component Analysis
⌨️ (3:33:54) K-Means and PCA Implementations

🎉 Thanks to our Champion and Sponsor supporters:
👾 Raymond Odero
👾 Agustín Kussrow
👾 aldo ferretti
👾 Otis Morgan
👾 DeezMaster

--

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

Read hundreds of articles on programming: https://freecodecamp.org/news
⌨ () Intro - Machine Learning for Everybody – Full Course

⌨ () Intro

Machine Learning for Everybody – Full Course
2022年09月27日 
00:00:00 - 00:00:58
⌨️ () Intro - Machine Learning for Everybody – Full Course

⌨️ () Intro

Machine Learning for Everybody – Full Course
2022年09月27日 
00:00:00 - 00:00:58
⌨ () Data/Colab Intro - Machine Learning for Everybody – Full Course

⌨ () Data/Colab Intro

Machine Learning for Everybody – Full Course
2022年09月27日 
00:00:58 - 00:08:45
⌨️ () Data/Colab Intro - Machine Learning for Everybody – Full Course

⌨️ () Data/Colab Intro

Machine Learning for Everybody – Full Course
2022年09月27日 
00:00:58 - 00:08:45
Timothy - Machine Learning for Everybody – Full Course

Timothy

Machine Learning for Everybody – Full Course
2022年09月27日 
00:01:09 - 00:19:10
- Mark  KJVHe that believeth on the Son hath everlasting life: and he that believeth not the Son shall not see life; but the wrath of God abideth on him. - Machine Learning for Everybody – Full Course

- Mark KJVHe that believeth on the Son hath everlasting life: and he that believeth not the Son shall not see life; but the wrath of God abideth on him.

Machine Learning for Everybody – Full Course
2022年09月27日 
00:01:15 - 00:03:36
For I am not ashamed of the gospel of Christ: for it is the power of God unto salvation to every one that believeth; to the Jew first, and also to the Greek. Romans - Machine Learning for Everybody – Full Course

For I am not ashamed of the gospel of Christ: for it is the power of God unto salvation to every one that believeth; to the Jew first, and also to the Greek. Romans

Machine Learning for Everybody – Full Course
2022年09月27日 
00:01:16 - 03:53:53
,  (5) - Machine Learning for Everybody – Full Course

, (5)

Machine Learning for Everybody – Full Course
2022年09月27日 
00:01:55 - 03:53:53
For by grace are ye saved through faith; and that not of yourselves: it is the gift of God: Not of works, lest any man should boast. Ephesians -9And saying, The time is fulfilled, and the kingdom of God is at hand: repent ye, and believe the gospel. - Machine Learning for Everybody – Full Course

For by grace are ye saved through faith; and that not of yourselves: it is the gift of God: Not of works, lest any man should boast. Ephesians -9And saying, The time is fulfilled, and the kingdom of God is at hand: repent ye, and believe the gospel.

Machine Learning for Everybody – Full Course
2022年09月27日 
00:02:08 - 00:01:15
Peter - Machine Learning for Everybody – Full Course

Peter

Machine Learning for Everybody – Full Course
2022年09月27日 
00:03:09 - 00:16:16
For God sent not his Son into the world to condemn the world; but that the world through him might be saved. JohnJesus saith unto him, I am the way, the truth, and the life: no man cometh unto the Father, but by me. - Machine Learning for Everybody – Full Course

For God sent not his Son into the world to condemn the world; but that the world through him might be saved. JohnJesus saith unto him, I am the way, the truth, and the life: no man cometh unto the Father, but by me.

Machine Learning for Everybody – Full Course
2022年09月27日 
00:03:17 - 00:14:06
Hes literally the god we dont deserve on this earth. - Machine Learning for Everybody – Full Course

Hes literally the god we dont deserve on this earth.

Machine Learning for Everybody – Full Course
2022年09月27日 
00:03:17 - 03:53:53
- John  KJV - Machine Learning for Everybody – Full Course

- John KJV

Machine Learning for Everybody – Full Course
2022年09月27日 
00:03:36 - 00:01:09
Neither is there salvation in any other: for there is none other name under heaven given among men, whereby we must be saved. Acts - Machine Learning for Everybody – Full Course

Neither is there salvation in any other: for there is none other name under heaven given among men, whereby we must be saved. Acts

Machine Learning for Everybody – Full Course
2022年09月27日 
00:04:12 - 00:05:10
For scarcely for a righteous man will one die: yet peradventure for a good man some would even dare to die. But God commendeth his love toward us, in that, while we were yet sinners, Christ died for us. Romans -8 - Machine Learning for Everybody – Full Course

For scarcely for a righteous man will one die: yet peradventure for a good man some would even dare to die. But God commendeth his love toward us, in that, while we were yet sinners, Christ died for us. Romans -8

Machine Learning for Everybody – Full Course
2022年09月27日 
00:05:07 - 00:10:09
For if, when we were enemies, we were reconciled to God by the death of his Son, much more, being reconciled, we shall be saved by his life. Romans - Machine Learning for Everybody – Full Course

For if, when we were enemies, we were reconciled to God by the death of his Son, much more, being reconciled, we shall be saved by his life. Romans

Machine Learning for Everybody – Full Course
2022年09月27日 
00:05:10 - 00:53:05
⌨ () Intro to Machine Learning - Machine Learning for Everybody – Full Course

⌨ () Intro to Machine Learning

Machine Learning for Everybody – Full Course
2022年09月27日 
00:08:45 - 00:12:26
⌨️ () Intro to Machine Learning - Machine Learning for Everybody – Full Course

⌨️ () Intro to Machine Learning

Machine Learning for Everybody – Full Course
2022年09月27日 
00:08:45 - 00:12:26
- Romans -11 KJVFor whosoever shall call upon the name of the Lord shall be saved. - Machine Learning for Everybody – Full Course

- Romans -11 KJVFor whosoever shall call upon the name of the Lord shall be saved.

Machine Learning for Everybody – Full Course
2022年09月27日 
00:10:09 - 00:10:13
I am the door: by me if any man enter in, he shall be saved, and shall go in and out, and find pasture. JohnThat if thou shalt confess with thy mouth the Lord Jesus, and shalt believe in thine heart that God hath raised him from the dead, thou shalt be saved. 10 For with the heart man believeth unto righteousness; and with the mouth confession is made unto salvation. 11 For the scripture saith, Whosoever believeth on him shall not be ashamed. - Machine Learning for Everybody – Full Course

I am the door: by me if any man enter in, he shall be saved, and shall go in and out, and find pasture. JohnThat if thou shalt confess with thy mouth the Lord Jesus, and shalt believe in thine heart that God hath raised him from the dead, thou shalt be saved. 10 For with the heart man believeth unto righteousness; and with the mouth confession is made unto salvation. 11 For the scripture saith, Whosoever believeth on him shall not be ashamed.

Machine Learning for Everybody – Full Course
2022年09月27日 
00:10:09 - 00:10:09
- Romans  KJV - Machine Learning for Everybody – Full Course

- Romans KJV

Machine Learning for Everybody – Full Course
2022年09月27日 
00:10:13 - 00:01:16
⌨ () Features - Machine Learning for Everybody – Full Course

⌨ () Features

Machine Learning for Everybody – Full Course
2022年09月27日 
00:12:26 - 00:17:23
⌨️ () Features - Machine Learning for Everybody – Full Course

⌨️ () Features

Machine Learning for Everybody – Full Course
2022年09月27日 
00:12:26 - 00:17:23
you are walking on thin ice - Machine Learning for Everybody – Full Course

you are walking on thin ice

Machine Learning for Everybody – Full Course
2022年09月27日 
00:13:10 - 03:53:53
Greater love hath no man than this, that a man lay down his life for his friends. - John  KJVSAVALATIONFor God so loved the world, that he gave his only begotten Son, that whosoever believeth in him should not perish, but have everlasting life. - Machine Learning for Everybody – Full Course

Greater love hath no man than this, that a man lay down his life for his friends. - John KJVSAVALATIONFor God so loved the world, that he gave his only begotten Son, that whosoever believeth in him should not perish, but have everlasting life.

Machine Learning for Everybody – Full Course
2022年09月27日 
00:15:13 - 00:03:16
Corinthians - Machine Learning for Everybody – Full Course

Corinthians

Machine Learning for Everybody – Full Course
2022年09月27日 
00:15:22 - 00:05:07
He that believeth and is baptized shall be saved; but he that believeth not shall be damned. Mark - Machine Learning for Everybody – Full Course

He that believeth and is baptized shall be saved; but he that believeth not shall be damned. Mark

Machine Learning for Everybody – Full Course
2022年09月27日 
00:16:16 - 00:15:22
⌨ () Classification/Regression - Machine Learning for Everybody – Full Course

⌨ () Classification/Regression

Machine Learning for Everybody – Full Course
2022年09月27日 
00:17:23 - 00:19:57
⌨️ () Classification/Regression - Machine Learning for Everybody – Full Course

⌨️ () Classification/Regression

Machine Learning for Everybody – Full Course
2022年09月27日 
00:17:23 - 00:19:57
As soon as you mentioned "Hot Dog or Not Hot Dog", it instantly reminded me of Jian Yang's classification model from the HBO comedy series Silicon Valley. 😂But this course is very useful and easy to grasp for beginners like us. 👍👍 - Machine Learning for Everybody – Full Course

As soon as you mentioned "Hot Dog or Not Hot Dog", it instantly reminded me of Jian Yang's classification model from the HBO comedy series Silicon Valley. 😂But this course is very useful and easy to grasp for beginners like us. 👍👍

Machine Learning for Everybody – Full Course
2022年09月27日 
00:18:10 - 03:53:53
For the Son of man is come to seek and to save that which was lost. Luke - Machine Learning for Everybody – Full Course

For the Son of man is come to seek and to save that which was lost. Luke

Machine Learning for Everybody – Full Course
2022年09月27日 
00:19:10 - 00:03:09
⌨ () Training Model - Machine Learning for Everybody – Full Course

⌨ () Training Model

Machine Learning for Everybody – Full Course
2022年09月27日 
00:19:57 - 00:30:57
⌨️ () Training Model - Machine Learning for Everybody – Full Course

⌨️ () Training Model

Machine Learning for Everybody – Full Course
2022年09月27日 
00:19:57 - 00:30:57
blood pressure: 0 - Machine Learning for Everybody – Full Course

blood pressure: 0

Machine Learning for Everybody – Full Course
2022年09月27日 
00:21:19 - 03:53:53
⌨ () Preparing Data - Machine Learning for Everybody – Full Course

⌨ () Preparing Data

Machine Learning for Everybody – Full Course
2022年09月27日 
00:30:57 - 00:44:43
⌨️ () Preparing Data - Machine Learning for Everybody – Full Course

⌨️ () Preparing Data

Machine Learning for Everybody – Full Course
2022年09月27日 
00:30:57 - 00:44:43
at  the for each loop variable name should be feature right? - Machine Learning for Everybody – Full Course

at the for each loop variable name should be feature right?

Machine Learning for Everybody – Full Course
2022年09月27日 
00:33:57 - 03:53:53
, (1) - Machine Learning for Everybody – Full Course

, (1)

Machine Learning for Everybody – Full Course
2022年09月27日 
00:36:55 - 00:44:47
At  she edited multiple lines at once?! how did she do that? :D - Machine Learning for Everybody – Full Course

At she edited multiple lines at once?! how did she do that? :D

Machine Learning for Everybody – Full Course
2022年09月27日 
00:43:40 - 03:53:53
⌨ () K-Nearest Neighbors - Machine Learning for Everybody – Full Course

⌨ () K-Nearest Neighbors

Machine Learning for Everybody – Full Course
2022年09月27日 
00:44:43 - 00:52:42
⌨️ () K-Nearest Neighbors - Machine Learning for Everybody – Full Course

⌨️ () K-Nearest Neighbors

Machine Learning for Everybody – Full Course
2022年09月27日 
00:44:43 - 00:52:42
For the KNN classifier when finding distances, the axes should reflect the scaled values rather than absolute distances right? I guess the numbers provided were simplified for illustrative purposes. @ - Machine Learning for Everybody – Full Course

For the KNN classifier when finding distances, the axes should reflect the scaled values rather than absolute distances right? I guess the numbers provided were simplified for illustrative purposes. @

Machine Learning for Everybody – Full Course
2022年09月27日 
00:52:10 - 03:53:53
⌨ () KNN Implementation - Machine Learning for Everybody – Full Course

⌨ () KNN Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
00:52:42 - 01:08:43
⌨️ () KNN Implementation - Machine Learning for Everybody – Full Course

⌨️ () KNN Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
00:52:42 - 01:08:43
But he was wounded for our transgressions, he was bruised for our iniquities: the chastisement of our peace was upon him; and with his stripes we are healed. - Isaiah - Machine Learning for Everybody – Full Course

But he was wounded for our transgressions, he was bruised for our iniquities: the chastisement of our peace was upon him; and with his stripes we are healed. - Isaiah

Machine Learning for Everybody – Full Course
2022年09月27日 
00:53:05 - 00:02:08
⌨ () Naive Bayes - Machine Learning for Everybody – Full Course

⌨ () Naive Bayes

Machine Learning for Everybody – Full Course
2022年09月27日 
01:08:43 - 01:17:30
⌨️ () Naive Bayes - Machine Learning for Everybody – Full Course

⌨️ () Naive Bayes

Machine Learning for Everybody – Full Course
2022年09月27日 
01:08:43 - 01:17:30
⌨ () Naive Bayes Implementation - Machine Learning for Everybody – Full Course

⌨ () Naive Bayes Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
01:17:30 - 01:19:22
⌨️ () Naive Bayes Implementation - Machine Learning for Everybody – Full Course

⌨️ () Naive Bayes Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
01:17:30 - 01:19:22
, - Machine Learning for Everybody – Full Course

,

Machine Learning for Everybody – Full Course
2022年09月27日 
01:19:21 - 00:01:55
⌨ () Logistic Regression - Machine Learning for Everybody – Full Course

⌨ () Logistic Regression

Machine Learning for Everybody – Full Course
2022年09月27日 
01:19:22 - 01:27:56
⌨️ () Logistic Regression - Machine Learning for Everybody – Full Course

⌨️ () Logistic Regression

Machine Learning for Everybody – Full Course
2022年09月27日 
01:19:22 - 01:27:56
⌨ () Log Regression Implementation - Machine Learning for Everybody – Full Course

⌨ () Log Regression Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
01:27:56 - 01:29:13
⌨️ () Log Regression Implementation - Machine Learning for Everybody – Full Course

⌨️ () Log Regression Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
01:27:56 - 01:29:13
⌨ () Support Vector Machine - Machine Learning for Everybody – Full Course

⌨ () Support Vector Machine

Machine Learning for Everybody – Full Course
2022年09月27日 
01:29:13 - 01:37:54
⌨️ () Support Vector Machine - Machine Learning for Everybody – Full Course

⌨️ () Support Vector Machine

Machine Learning for Everybody – Full Course
2022年09月27日 
01:29:13 - 01:37:54
⌨ () SVM Implementation - Machine Learning for Everybody – Full Course

⌨ () SVM Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
01:37:54 - 01:39:44
⌨️ () SVM Implementation - Machine Learning for Everybody – Full Course

⌨️ () SVM Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
01:37:54 - 01:39:44
⌨ () Neural Networks - Machine Learning for Everybody – Full Course

⌨ () Neural Networks

Machine Learning for Everybody – Full Course
2022年09月27日 
01:39:44 - 01:47:57
⌨️ () Neural Networks - Machine Learning for Everybody – Full Course

⌨️ () Neural Networks

Machine Learning for Everybody – Full Course
2022年09月27日 
01:39:44 - 01:47:57
⌨ () Tensorflow - Machine Learning for Everybody – Full Course

⌨ () Tensorflow

Machine Learning for Everybody – Full Course
2022年09月27日 
01:47:57 - 01:49:50
⌨️ () Tensorflow - Machine Learning for Everybody – Full Course

⌨️ () Tensorflow

Machine Learning for Everybody – Full Course
2022年09月27日 
01:47:57 - 01:49:50
⌨ () Classification NN using Tensorflow - Machine Learning for Everybody – Full Course

⌨ () Classification NN using Tensorflow

Machine Learning for Everybody – Full Course
2022年09月27日 
01:49:50 - 02:10:12
⌨️ () Classification NN using Tensorflow - Machine Learning for Everybody – Full Course

⌨️ () Classification NN using Tensorflow

Machine Learning for Everybody – Full Course
2022年09月27日 
01:49:50 - 02:10:12
⌨ () Linear Regression - Machine Learning for Everybody – Full Course

⌨ () Linear Regression

Machine Learning for Everybody – Full Course
2022年09月27日 
02:10:12 - 02:34:54
⌨️ () Linear Regression - Machine Learning for Everybody – Full Course

⌨️ () Linear Regression

Machine Learning for Everybody – Full Course
2022年09月27日 
02:10:12 - 02:34:54
⌨ () Lin Regression Implementation - Machine Learning for Everybody – Full Course

⌨ () Lin Regression Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
02:34:54 - 02:57:44
⌨️ () Lin Regression Implementation - Machine Learning for Everybody – Full Course

⌨️ () Lin Regression Implementation

Machine Learning for Everybody – Full Course
2022年09月27日 
02:34:54 - 02:57:44
⌨ () Lin Regression using a Neuron - Machine Learning for Everybody – Full Course

⌨ () Lin Regression using a Neuron

Machine Learning for Everybody – Full Course
2022年09月27日 
02:57:44 - 03:00:15
⌨️ () Lin Regression using a Neuron - Machine Learning for Everybody – Full Course

⌨️ () Lin Regression using a Neuron

Machine Learning for Everybody – Full Course
2022年09月27日 
02:57:44 - 03:00:15
⌨ () Regression NN using Tensorflow - Machine Learning for Everybody – Full Course

⌨ () Regression NN using Tensorflow

Machine Learning for Everybody – Full Course
2022年09月27日 
03:00:15 - 03:13:13
⌨️ () Regression NN using Tensorflow - Machine Learning for Everybody – Full Course

⌨️ () Regression NN using Tensorflow

Machine Learning for Everybody – Full Course
2022年09月27日 
03:00:15 - 03:13:13
⌨ () K-Means Clustering - Machine Learning for Everybody – Full Course

⌨ () K-Means Clustering

Machine Learning for Everybody – Full Course
2022年09月27日 
03:13:13 - 03:23:46
⌨️ () K-Means Clustering - Machine Learning for Everybody – Full Course

⌨️ () K-Means Clustering

Machine Learning for Everybody – Full Course
2022年09月27日 
03:13:13 - 03:23:46
⌨ () Principal Component Analysis - Machine Learning for Everybody – Full Course

⌨ () Principal Component Analysis

Machine Learning for Everybody – Full Course
2022年09月27日 
03:23:46 - 03:33:54
⌨️ () Principal Component Analysis - Machine Learning for Everybody – Full Course

⌨️ () Principal Component Analysis

Machine Learning for Everybody – Full Course
2022年09月27日 
03:23:46 - 03:33:54
⌨ () K-Means and PCA Implementations - Machine Learning for Everybody – Full Course

⌨ () K-Means and PCA Implementations

Machine Learning for Everybody – Full Course
2022年09月27日 
03:33:54 - 03:53:53
⌨️ () K-Means and PCA Implementations - Machine Learning for Everybody – Full Course

⌨️ () K-Means and PCA Implementations

Machine Learning for Everybody – Full Course
2022年09月27日 
03:33:54 - 03:53:53

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Timetable

動画タイムテーブル

動画数:1619件

⌨️  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
⌨️ () Introduction - Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)

⌨️ () Introduction

Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)
2024年03月25日 
00:01:48 - 00:01:48
⌨️ () Spreadsheets for Data Analysis - Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)

⌨️ () Spreadsheets for Data Analysis

Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)
2024年03月25日 
00:01:48 - 00:40:52
⌨️ () SQL with Google BigQuery - Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)

⌨️ () SQL with Google BigQuery

Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)
2024年03月25日 
00:40:52 - 01:41:36
⌨️ () Python with Google Colab - Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)

⌨️ () Python with Google Colab

Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)
2024年03月25日 
01:41:36 - 02:19:01
⌨️ () Data Visualization with Looker Studio - Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)

⌨️ () Data Visualization with Looker Studio

Data Analytics with the Google Stack (SQL, Python, Data Visualization, Data Analysis)
2024年03月25日 
02:19:01 - 02:57:10
⌨️ () Intro, Type Annotations, Arrays - Practical TypeScript – Course for Beginners

⌨️ () Intro, Type Annotations, Arrays

Practical TypeScript – Course for Beginners
2024年03月21日 
00:00:00 - 00:55:40
LOL I don't know if it's because I have a newer version, mostlikely because I'm using Bun, but my website crashed.  Edit: interesting, only diff is that vite is 5.2.0 for me, so I assume it was Bun that caused the TS error ha (1) - Practical TypeScript – Course for Beginners

LOL I don't know if it's because I have a newer version, mostlikely because I'm using Bun, but my website crashed. Edit: interesting, only diff is that vite is 5.2.0 for me, so I assume it was Bun that caused the TS error ha (1)

Practical TypeScript – Course for Beginners
2024年03月21日  @juanmacias5922 様 
00:31:13 - 00:32:23
LOL I don't know if it's because I have a newer version, mostlikely because I'm using Bun, but my website crashed.  Edit: interesting, only diff is that vite is 5.2.0 for me, so I assume it was Bun that caused the TS error ha  (2) - Practical TypeScript – Course for Beginners

LOL I don't know if it's because I have a newer version, mostlikely because I'm using Bun, but my website crashed. Edit: interesting, only diff is that vite is 5.2.0 for me, so I assume it was Bun that caused the TS error ha (2)

Practical TypeScript – Course for Beginners
2024年03月21日  @juanmacias5922 様 
00:32:23 - 09:34:51
⌨️ () Objects and Functions - Practical TypeScript – Course for Beginners

⌨️ () Objects and Functions

Practical TypeScript – Course for Beginners
2024年03月21日 
00:55:40 - 01:54:57
⌨️ () Alias and Interface - Practical TypeScript – Course for Beginners

⌨️ () Alias and Interface

Practical TypeScript – Course for Beginners
2024年03月21日 
01:54:57 - 03:02:53
⌨️ () Tuples and Enums - Practical TypeScript – Course for Beginners

⌨️ () Tuples and Enums

Practical TypeScript – Course for Beginners
2024年03月21日 
03:02:53 - 03:59:10
⌨️ () Type Guards - Practical TypeScript – Course for Beginners

⌨️ () Type Guards

Practical TypeScript – Course for Beginners
2024年03月21日 
03:59:10 - 04:31:02
⌨️ () Generics - Practical TypeScript – Course for Beginners

⌨️ () Generics

Practical TypeScript – Course for Beginners
2024年03月21日 
04:31:02 - 05:10:25
⌨️ () Fetch Data - Practical TypeScript – Course for Beginners

⌨️ () Fetch Data

Practical TypeScript – Course for Beginners
2024年03月21日 
05:10:25 - 05:43:05
⌨️ () Classes - Practical TypeScript – Course for Beginners

⌨️ () Classes

Practical TypeScript – Course for Beginners
2024年03月21日 
05:43:05 - 06:05:17
⌨️ () Tasks - Practical TypeScript – Course for Beginners

⌨️ () Tasks

Practical TypeScript – Course for Beginners
2024年03月21日 
06:05:17 - 06:47:18
⌨️ () React with TypeScript - Practical TypeScript – Course for Beginners

⌨️ () React with TypeScript

Practical TypeScript – Course for Beginners
2024年03月21日 
06:47:18 - 09:34:51
reducers - Practical TypeScript – Course for Beginners

reducers

Practical TypeScript – Course for Beginners
2024年03月21日  @toystory3167 様 
08:16:30 - 09:34:51
fetch useeffect - Practical TypeScript – Course for Beginners

fetch useeffect

Practical TypeScript – Course for Beginners
2024年03月21日  @toystory3167 様 
08:33:30 - 08:16:30
rtk - Practical TypeScript – Course for Beginners

rtk

Practical TypeScript – Course for Beginners
2024年03月21日  @toystory3167 様 
08:54:30 - 09:34:51