Course Content
Introduction
0/3
Introduction
03:05
Get The Most Out Of This Course
01:21
How To Get Help?
01:07
Getting Started
0/3
Software Installation
03:07
What is an API
03:48
What is REST API?
04:05
Django REST Framework
0/12
Django Installation Start Project
07:07
05 Django Rest Framework Installation
01:42
06 Web Application Endpoint
08:29
07 Simple API Endpoint
07:24
08 Create Model
07:00
09 Manual Serialization
07:36
10 Serializers
02:37
11 Function Based View Get Method
11:05
12 Storing Data Using Serializers
05:55
13 Get A Single Object Primary Key Based Operation
07:16
14 Update Operation On Student
04:58
15 Delete Operation
03:11
Class Based Views
0/7
16 Class Based Views Introduction
01:55
17 Employee Model
04:41
18 Employee Serializer
01:31
19 Class Based View Get All Employees
07:12
20 Class Based Creating Employee
04:09
21 Getting Single Object
07:16
22 Update And Delete Employee
06:43
Mixins
0/3
23 Mixins Overview
04:21
24 List And Create Model Mixins
06:01
25 Retrieve Update Destroy Mixins
05:36
Generics
0/3
26 Generics Overview
04:01
27 ListCreateAPIView
06:03
28 RetrieveUpdateDestroyAPIView
03:52
Viewsets
0/4
29 Viewsets Introduction
01:52
30 List And Create Data Using Viewsets
09:01
31 Retrieving Single Object
03:29
32 ModelViewsets
04:12
Nested Serializers
0/5
33 Nested Serializers Introduction
02:23
34 Blog And Comment Model
04:42
35 Creating Serializers
02:41
36 Nested Serializers Implementation
09:51
37 Primary Key Based Operations On Blog Comment
06:04
DRF Pagination, Filtering, Search and Ordering
0/10
38 Pagination Overview
04:53
39 Global Pagination
07:28
40 Custom Pagination
07:42
41 Filtering
07:24
42 Custom Filter Employee By Designation
05:31
43 Custom Filter Employees By Name And ID
07:06
44 Advanced Filtering
07:24
45 Search Filters
07:33
46 Ordering Filter
04:05
47 Wrapping Up DRF
01:09
React.js Introduction & Installation
0/9
48 React Js Introduction
00:51
49 Components And Virtual Dom
02:46
50 Pre-requisite For React
00:33
51 Install Node.js
03:36
52 Create React App Using NPX
04:58
53 Create React Project With Vite
04:47
54 Directory Structure
14:04
55 Edit Default React App
03:29
56 Deleting Default React App
05:32
React.js Fundamentals
0/25
57 Components
08:00
58 Fragment
03:12
59 JSX
10:00
60 Props
06:41
61 Events
06:52
62 Lifting State Up
08:33
63 State
07:03
64 useState Hook With Objects
06:00
65 Counter App
05:42
66 useEffect Hook
12:05
67 Cleanup Functions in useEffect
03:03
68 useMemo Hook
17:34
69 Prop Drilling
07:39
70 Context API
15:55
71 useContext Hook
04:37
72 useRef Hook
16:49
74 Custom Hooks
08:44
75 Conditional Rendering
05:50
76 Map Function
05:43
77 Inline CSS in React
07:40
78 Internal And External CSS in React
07:15
79 Loading Images
04:01
80 Forms Part 1
08:46
81 Forms Part 2
07:37
82 Wrapping Up React Basics
01:17
Introduction to Stock Prediction Portal
0/5
85 Introduction & Backend Django Setup
06:55
86 Frontend React Setup
04:59
87 Clearing Default Code From React
03:16
88 Store Secret Info
06:17
89 Git Setup
06:08
Implementing React Components
0/7
90 Bootstrap CDN
06:43
91 Component Setup
04:34
92 Header Design
03:47
93 Main Component Design
08:36
94 Footer Component
03:15
95 Button Component
08:01
96 Git Push
01:00
Setting up Django REST Framework & Serializers
0/6
97 Migrate And Create Superuser
02:48
98 Install Django REST Framework
02:42
99 User Serializer
10:10
100 Register View
03:02
101 API RUL Setup And Test
07:58
102 Git Push
00:51
Registration Design & Functionality
0/10
103 Creating Routes In React Stop At 13 43
10:24
104 Using Link Coomponent To Navigate
06:29
105 Design Register Page
07:21
106 Registration Part1
09:43
107 Registration Using Axios
09:48
108 Adding CORS Header
05:38
109 Error Handling
08:16
110 Clear Errors And Show Success Message
04:01
111 Loading Button With FontAwesome Icon
08:29
112 Git Push
00:46
Login Functionality with Simple JWT
0/5
113 Simple JWT Implementation
07:38
114 Login API Request
11:24
115 Login With Error Handling
07:59
116 Authcontext
13:59
117 Logout Functiuonality And Git Push
05:00
Authentication Functionalities – Frontend & Backend
0/11
118 Access Token And Refresh Token Workflow
03:49
119 Creating A Protected View
09:24
120 Dashboard Component
03:45
121 Accessing Protected Endpoint From React
08:03
123 Axios Interceptors
03:40
124 AxiosInstance
08:10
125 Using Request Interceptor
12:45
126 Using Response Interceptor
15:38
127 Private Route
07:47
128 Public Route
04:02
129 Note About Next Section And Push To Github
01:35
Understanding Problem Statement – Machine Learning
0/9
130 Overview And What To Expect
03:19
131 What Is Machine Learning
01:22
132 Supervised Learning
01:28
133 Unsupervised Learning
01:58
134 Reinforcement Learning
02:58
135 Machine Learning Landscape
01:58
136 Classification
01:52
137 Regression
01:51
138 Understanding The Problem Statement
02:13
Understanding Problem Statement – Why Neural Network?
0/3
139 Introduction To Neural Network
05:13
140 Types Of Neural Networks
03:30
141 Recurrent Neural Network And LSTM
05:47
Setting up the stage for Machine Learning project
0/4
142 Anaconda Miniconda Overview
01:28
143 Installing Miniconda On Windows
05:15
144 Installing Miniconda On Mac
04:43
145 Installing Jupyter Notebook
05:21
Pandas Basics
0/4
146 Reading Csv Using Pandas
06:55
147 DataFrame And Series
04:16
148 Pandas Data Manipulation Part 1
17:25
149 Pandas Data Manipulation Part 2
08:44
Numpy Basics
0/5
150 Numpy 1d 2d 3d Arrays
12:46
151 Access And Read Numpy Arrays
07:53
152 Updating Arrays
10:26
153 Appending & Inserting
04:49
154 Save Load And Delete Arrays
02:58
Matplotlib Basics
0/4
155 Matplotlib Line And Bar Charts
10:17
156 Histogram And Scatter Plot
09:42
157 Subplots And Legends
11:42
158 Plots Using Pandas DataFrame
05:48
Machine Learning Model Building, Training & Predicting
0/12
159 Stock Prediction Overview
03:19
160 Data Collection
06:17
161 Data Exploration And Visualization
05:09
162 Feature Engineering
13:58
163 Data Preprocessing
11:33
164 Sequence Creation
07:12
165 Building Machine Learning Model
08:19
166 Model Training
03:26
167 Preparing Test Data
07:20
168 Making Prediction
08:04
169 Model Evaluation
05:26
170 Git Push
01:09
Implementing API Endpoint with Machine Learning Model
0/15
171 Accepting Stock Ticker From React
06:05
172 Creating Serializer View And URL
05:55
173 Handling Form Submission
04:44
174 Fetching Data From Yfinance
09:29
175 Handling Error And Loading Spinner
06:15
176 Generating Plot With AGG Backends
10:57
177 Showing Plot In React
08:38
178 Displaying 100 Days Moving Average Plot
10:05
179 Displaying 200 Days Moving Average Plot
04:21
180 Making Prediction
10:45
181 Displaying Final Prediction
04:31
182 Model Evaluation
05:42
183 Git Push
00:50
184 Submit Your Project for Review & Get Pre-Experience Letter
00:54
185 Thank You & Outro
00:34
Build a Stock Prediction Portal – Django, React & Machine Learning
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