Introduction
Introduction
03:05
Get The Most Out Of This Course
01:21
How To Get Help?
01:07
Getting Started
Software Installation
03:08
What is an API
03:48
What is REST API?
04:05
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Django REST Framework
Django Installation Start Project
07:07
Django Rest Framework Installation
01:42
Web Application Endpoint
08:29
Simple API Endpoint
07:24
Create Model
07:00
Manual Serialization
07:36
Serializers
02:37
Function Based View Get Method
11:05
Storing Data Using Serializers
05:55
Get A Single Object Primary Key Based Operation
07:16
Update Operation On Student
04:58
Delete Operation
03:11
Class Based Views
Class Based Views Introduction
01:55
Employee Model
04:41
Employee Serializer
01:31
Class Based View Get All Employees
07:12
Class Based Creating Employee
04:09
Getting Single Object
07:16
Update And Delete Employee
06:44
Mixins
Mixins Overview
04:21
List And Create Model Mixins
06:02
Retrieve Update Destroy Mixins
05:37
Generics
Generics Overview
04:01
ListCreateAPIView
06:03
RetrieveUpdateDestroyAPIView
03:52
Viewsets
Viewsets Introduction
01:52
List And Create Data Using Viewsets
09:01
Retrieving Single Object
03:30
ModelViewsets
04:13
Nested Serializers
Nested Serializers Introduction
02:24
Blog And Comment Model
04:43
Creating Serializers
02:42
Nested Serializers Implementation
09:51
Primary Key Based Operations On Blog Comment
06:05
DRF Pagination, Filtering, Search and Ordering
Pagination Overview
04:54
Global Pagination
07:28
Custom Pagination
07:43
Filtering
07:25
Custom Filter Employee By Designation
05:31
Custom Filter Employees By Name And ID
07:07
Advanced Filtering
07:24
Search Filters
07:33
Ordering Filter
04:06
Wrapping Up DRF
01:10
React.js Installation & Introduction
React Js Introduction
00:51
Components And Virtual Dom
02:47
Pre-requisite For React
00:34
Install Node.js
03:37
Create React App Using NPX
04:58
Create React Project With Vite
04:48
Directory Structure
14:05
Edit Default React App
03:29
Deleting Default React App
05:33
React.js Fundamentals
Components
08:01
Fragment
03:13
JSX
10:01
Props
06:42
Events
06:52
Lifting State Up
08:33
State
07:03
useState Hook With Objects
06:00
Counter App
05:42
useEffect Hook
12:05
Cleanup Functions in useEffect
03:03
useMemo Hook
17:34
Prop Drilling
07:39
Context API
15:55
useContext Hook
04:37
useRef Hook
16:49
Custom Hooks
08:44
Conditional Rendering
05:50
Map Function
05:43
Inline CSS in React
07:40
Internal And External CSS in React
07:15
Loading Images
04:01
Forms Part 1
08:46
Forms Part 2
07:37
Wrapping Up React Basics
01:17
Introduction to Stock Prediction Portal
Introduction & Backend Django Setup
06:56
Frontend React Setup
04:59
Clearing Default Code From React
03:16
Store Secret Info
06:18
Git Setup
06:08
Implementing React Components
Bootstrap CDN
06:43
Component Setup
04:34
Header Design
03:47
Main Component Design
08:36
Footer Component
03:15
Button Component
08:01
Git Push
01:00
Setting Up Django REST Framework & Serializers
Migrate And Create Superuser
02:48
Install Django REST Framework
02:42
User Serializer
10:10
Register View
03:02
API RUL Setup And Test
07:58
Git Push
00:51
Registration Design & Functionality
Creating Routes In React Stop At 13 43
10:24
Using Link Component To Navigate
06:29
Design Register Page
07:21
Registration Part 1
09:43
Registration Using Axios
09:48
Adding CORS Header
05:38
Error Handling
08:16
Clear Errors And Show Success Message
04:01
Loading Button With FontAwesome Icon
08:29
Git Push
00:46
Login Functionality with JWT Tokens
Simple JWT Implementation
07:38
Login API Request
11:24
Login With Error Handling
07:59
Authcontext
13:59
Logout Functionality And Git Push
05:00
Authentication Functionalities - Frontend & Backend
Access Token And Refresh Token Workflow
03:49
Creating A Protected View
09:24
Dashboard Component
03:45
Accessing Protected Endpoint From React
08:03
Axios Interceptors
03:40
AxiosInstance
08:10
Using Request Interceptor
12:45
Using Response Interceptor
15:38
Private Route
07:47
Public Route
04:03
Note About Next Section And Push To Github
01:35
Understanding Problem Statement - Machine Learning
Overview And What To Expect
03:19
What Is Machine Learning
01:22
Supervised Learning
01:28
Unsupervised Learning
01:58
Reinforcement Learning
02:58
Machine Learning Landscape
01:58
Classification
01:52
Regression
01:51
Understanding The Problem Statement
02:13
Understanding Problem Statement - Why Neural Network?
Introduction To Neural Network
05:14
Types Of Neural Networks
03:30
Recurrent Neural Network And LSTM
05:47
Setting Up The Stage for Machine Learning Project
Anaconda Miniconda Overview
01:28
Installing Miniconda On Windows
05:15
Installing Miniconda On Mac
04:43
Installing Jupyter Notebook
05:21
Pandas - For Data Analysis & Manipulation
Reading Csv Using Pandas
06:55
DataFrame And Series
04:16
Pandas Data Manipulation Part 1
17:26
Pandas Data Manipulation Part 2
08:44
Numpy - For Numerical Computation
Numpy 1d 2d 3d Arrays
12:47
Access And Read Numpy Arrays
07:54
Updating Arrays
10:27
Appending & Inserting
04:50
Save Load And Delete Arrays
02:59
Matplotlib - For Data Visualization
Matplotlib Line And Bar Charts
10:18
Histogram And Scatter Plot
09:43
Subplots And Legends
11:42
Plots Using Pandas DataFrame
05:49
Machine Learning Model Building, Training & Prediction
Important Disclaimer: Understanding Our Prediction Approach
Stock Prediction Overview
03:20
Data Collection
06:17
Data Exploration And Visualization
05:09
Feature Engineering
13:59
Data Preprocessing
11:33
Sequence Creation
07:12
Building Machine Learning Model
08:20
Model Training
03:26
Preparing Test Data
07:20
Making Prediction
08:04
Model Evaluation
05:26
Git Push
01:09
Implementing API Endpoint with Machine Learning Model
Accepting Stock Ticker From React
06:05
Creating Serializer View And URL
05:55
Handling Form Submission
04:44
Fetching Data From Yfinance
09:29
Handling Error And Loading Spinner
06:15
Generating Plot With AGG Backends
10:57
Showing Plot In React
08:38
Displaying 100 Days Moving Average Plot
10:05
Displaying 200 Days Moving Average Plot
04:21
Making Prediction
10:45
Displaying Final Prediction
04:31
Model Evaluation
05:42
Git Push
00:50
Submit Your Project for Review & Get Pre-Experience Letter
00:54
Thank You & Outro
Thank You & Outro
00:34