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2025 AI Py Dev Megaclass 300 Hands-on Proj
Size 24.81 GB
Files 219
Info Hash: 63D8BB0F740ABFB7402006EEA43E5E0FDEAD16DF
Indexed 2025-12-12 23:35:47
Updated 2026-06-08 13:37:40
📂 File List (219)
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0. Info (.txt)/2025 AI Python Development Megaclass 300 Hands-on Projects -Udemy 'School of AI'.txt
236 B
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1. Week 1 Python Basics for AI/001 Intro Week 1 Python Prog Basics.mp4
2.45 MB
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1. Week 1 Python Basics for AI/002 Day 1 Intro Python and Dev Setup.mp4
130.01 MB
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1. Week 1 Python Basics for AI/003 Day 2 Control Flow in Python.mp4
222.6 MB
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1. Week 1 Python Basics for AI/004 Day 3 Functions and Modules.mp4
139.43 MB
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1. Week 1 Python Basics for AI/005 Day 4 Data Structure List, Tuple, Dict, Set.mp4
200.54 MB
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1. Week 1 Python Basics for AI/006 Day 5 Working with Strings.mp4
152.33 MB
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1. Week 1 Python Basics for AI/007 Day 6 File Handling.mp4
148.56 MB
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1. Week 1 Python Basics for AI/008 Day 7 Pythonic Code and Project Work.mp4
309.45 MB
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1. Week 1 Python Basics for AI/009 Video ''009'' does not exist. Cont. to ''010...''.txt
240 B
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1. Week 1 Python Basics for AI/Additional Files/AIBootcamp.pdf
2.38 MB
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1. Week 1 Python Basics for AI/Additional Files/Code files.zip
30.43 MB
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1. Week 1 Python Basics for AI/Additional Files/Python100Days Code.zip
5.36 MB
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1. Week 1 Python Basics for AI/Additional Files/Python100Days.pdf
524.18 KB
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10. Week 10 CNNs/074 Introduction to Week 10 Convolutional Neural Networks (CNNs).mp4
4.19 MB
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10. Week 10 CNNs/075 Day 1 Introduction to Convolutional Neural Networks.mp4
212.77 MB
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10. Week 10 CNNs/076 Day 2 Convolutional Layers and Filters.mp4
189.65 MB
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10. Week 10 CNNs/077 Day 3 Pooling Layers and Dimensionality Reduction.mp4
210.59 MB
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10. Week 10 CNNs/078 Day 4 Building CNN Architectures with Keras and TensorFlow.mp4
142.4 MB
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10. Week 10 CNNs/079 Day 5 Building CNN Architectures with PyTorch.mp4
204.8 MB
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10. Week 10 CNNs/080 Day 6 Regularization and Data Augmentation for CNNs.mp4
148.73 MB
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10. Week 10 CNNs/081 Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10.mp4
247.95 MB
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11. Week 11 RNNs, Sequence Modeling/082 Introduction to Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling.mp4
4.23 MB
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11. Week 11 RNNs, Sequence Modeling/083 Day 1 Introduction to Sequence Modeling and RNNs.mp4
275.12 MB
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11. Week 11 RNNs, Sequence Modeling/084 Day 2 Understanding RNN Architecture and Backpropagation Through Time (BPTT).mp4
212.85 MB
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11. Week 11 RNNs, Sequence Modeling/085 Day 3 Long Short-Term Memory (LSTM) Networks.mp4
112.56 MB
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11. Week 11 RNNs, Sequence Modeling/086 Day 4 Gated Recurrent Units (GRUs).mp4
52.68 MB
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11. Week 11 RNNs, Sequence Modeling/087 Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4
207.45 MB
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11. Week 11 RNNs, Sequence Modeling/088 Day 6 Sequence-to-Sequence Models and Applications.mp4
401.43 MB
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11. Week 11 RNNs, Sequence Modeling/089 Day 7 RNN Project – Text Generation or Sentiment Analysis.mp4
156.01 MB
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12. Wk 12 Transformer, Attention Mechanism/090 Introduction to Week 12 Transformers and Attention Mechanisms.mp4
3.99 MB
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12. Wk 12 Transformer, Attention Mechanism/091 Day 1 Introduction to Attention Mechanisms.mp4
110.73 MB
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12. Wk 12 Transformer, Attention Mechanism/092 Day 2 Introduction to Transformers Architecture.mp4
139.34 MB
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12. Wk 12 Transformer, Attention Mechanism/093 Day 3 Self-Attention and Multi-Head Attention in Transformers.mp4
189.39 MB
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12. Wk 12 Transformer, Attention Mechanism/094 Day 4 Positional Encoding and Feed-Forward Networks.mp4
165.83 MB
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12. Wk 12 Transformer, Attention Mechanism/095 Day 5 Hands-On with Pre-Trained Transformers – BERT and GPT.mp4
168.75 MB
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12. Wk 12 Transformer, Attention Mechanism/096 Day 6 Advanced Transformers – BERT Variants and GPT-3.mp4
171.31 MB
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12. Wk 12 Transformer, Attention Mechanism/097 Day 7 Transformer Project – Text Summarization or Translation.mp4
155.43 MB
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13. Week 13 Transfer Learning, Fine Tuning/098 Introduction to Week 13 Transfer Learning and Fine-Tuning.mp4
3.21 MB
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13. Week 13 Transfer Learning, Fine Tuning/099 Day 1 Introduction to Transfer Learning.mp4
118.93 MB
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13. Week 13 Transfer Learning, Fine Tuning/100 Day 2 Transfer Learning in Computer Vision.mp4
234.41 MB
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13. Week 13 Transfer Learning, Fine Tuning/101 Day 3 Fine-Tuning Techniques in Computer Vision.mp4
191.36 MB
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13. Week 13 Transfer Learning, Fine Tuning/102 Day 4 Transfer Learning in NLP.mp4
142.39 MB
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13. Week 13 Transfer Learning, Fine Tuning/103 Day 5 Fine-Tuning Techniques in NLP.mp4
224.17 MB
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13. Week 13 Transfer Learning, Fine Tuning/104 Day 6 Domain Adaptation and Transfer Learning Challenges.mp4
128.48 MB
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13. Week 13 Transfer Learning, Fine Tuning/105 Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task.mp4
154.16 MB
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14. Week 1 Python Basics/106 Learn Python from Scratch - Quick Tutorial.mp4
180.04 MB
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14. Week 1 Python Basics/107 Day 1 Welcome Message Generator Print Statements & Hello World.mp4
70.69 MB
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14. Week 1 Python Basics/108 Day 2 Personalized Greeting Program Variables & Data Types.mp4
76.6 MB
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14. Week 1 Python Basics/109 Day 3 Simple Calculator User Input & String Formatting.mp4
81.89 MB
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14. Week 1 Python Basics/110 Day 4 Number Comparison Tool If-Else Statements.mp4
74.71 MB
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14. Week 1 Python Basics/111 Day 5 Countdown Timer Loops (For & While).mp4
54.97 MB
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14. Week 1 Python Basics/112 Day 6 Basic Math Quiz Game Functions.mp4
99.51 MB
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14. Week 1 Python Basics/113 Day 7 Shopping List App Lists.mp4
110.35 MB
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15. Week 2 Intermediate Python/114 Day 8 Contact Book Dictionaries.mp4
131.09 MB
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15. Week 2 Intermediate Python/115 Day 9 Ingredient Checker Tuples & Sets.mp4
82.24 MB
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15. Week 2 Intermediate Python/116 Day 10 Note-Taking App File Handling.mp4
102.49 MB
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15. Week 2 Intermediate Python/117 Day 11 Safe Calculator Exception Handling.mp4
94.83 MB
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15. Week 2 Intermediate Python/118 Day 12 Temperature Converter Functions with Return Values.mp4
92.21 MB
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15. Week 2 Intermediate Python/119 Day 13 Student Grade Manager List Comprehensions.mp4
76.85 MB
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15. Week 2 Intermediate Python/120 Day 14 Random Password Generator Modules & Libraries.mp4
92.78 MB
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16. Week 3 Working with Data/121 Day 15 Recipe Viewer App Reading Files.mp4
101.31 MB
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16. Week 3 Working with Data/122 Day 16 Daily Journal Logger Writing Files.mp4
97.08 MB
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16. Week 3 Working with Data/123 Day 17 Student Report Generator CSV Files.mp4
95.21 MB
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16. Week 3 Working with Data/124 Day 18 Mini To-Do App JSON Files.mp4
116.81 MB
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16. Week 3 Working with Data/125 Day 19 Weather App using API APIs (Basics).mp4
116.51 MB
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16. Week 3 Working with Data/126 Day 20 Event Countdown Timer Dates & Time.mp4
97.25 MB
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16. Week 3 Working with Data/127 Day 21 Wikipedia Article Scraper Web Scraping.mp4
139.9 MB
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17. Week 4 Object Orient Prog/128 Day 22 Bank Account Simulator Classes & Objects.mp4
132.61 MB
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17. Week 4 Object Orient Prog/129 Day 23 Library Management System Constructors & Methods.mp4
109.52 MB
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17. Week 4 Object Orient Prog/130 Day 24 Employee Management System Inheritance.mp4
143.83 MB
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17. Week 4 Object Orient Prog/131 Day 25 Animal Sound Simulator Polymorphism.mp4
86.34 MB
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17. Week 4 Object Orient Prog/132 Day 26 Secure User Profile App Encapsulation.mp4
118.36 MB
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17. Week 4 Object Orient Prog/133 Day 27 Inventory Management System Static & Class Methods.mp4
108.63 MB
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17. Week 4 Object Orient Prog/134 Day 28 Mini ATM Machine Final OOP Project.mp4
120.25 MB
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18. Week 5 GUI Programming/135 Day 29 Simple GUI App Tkinter Basics.mp4
116.33 MB
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18. Week 5 GUI Programming/136 Day 30 Click Counter App Buttons & Events.mp4
124.81 MB
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18. Week 5 GUI Programming/137 Day 31 BMI Calculator Input Fields.mp4
129.95 MB
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18. Week 5 GUI Programming/138 Day 32 Drawing Pad App Canvas Widgets.mp4
134.24 MB
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18. Week 5 GUI Programming/139 Day 33 Simple Login System Message Boxes.mp4
115.08 MB
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18. Week 5 GUI Programming/140 Day 34 To-Do List GUI Advanced Widgets.mp4
118.52 MB
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18. Week 5 GUI Programming/141 Day 35 Expense Tracker App GUI Capstone.mp4
154.73 MB
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19. Week 6 Web Dev w Python/142 Day 36 Hello Flask App Flask Basics.mp4
95.61 MB
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19. Week 6 Web Dev w Python/143 Day 37 Personal Blog Website Routes & Templates.mp4
147.5 MB
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19. Week 6 Web Dev w Python/144 Day 38 Contact Form App Forms & User Input.mp4
79.71 MB
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19. Week 6 Web Dev w Python/145 Day 39 User Registration App Database Integration.mp4
127.65 MB
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19. Week 6 Web Dev w Python/146 Day 40 Mini Weather API REST APIs.mp4
124.91 MB
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19. Week 6 Web Dev w Python/147 Day 41 Deploy Flask App Deployment.mp4
122.03 MB
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19. Week 6 Web Dev w Python/148 Day 42 Portfolio Website Flask Capstone.mp4
101.13 MB
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2. Week 2 Data Science Essentials for AI/010 Intro Week 2 Data Science Essentials.mp4
3.12 MB
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2. Week 2 Data Science Essentials for AI/011 Day 1 Intro NumPy for Numerical Computing.mp4
162.05 MB
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2. Week 2 Data Science Essentials for AI/012 Day 2 Advanced NumPy Operations.mp4
148.45 MB
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2. Week 2 Data Science Essentials for AI/013 Day 3 Intro Pandas for Data Manipulation.mp4
152.51 MB
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2. Week 2 Data Science Essentials for AI/014 Day 4 Data Cleaning and Prep - Pandas.mp4
155.8 MB
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2. Week 2 Data Science Essentials for AI/015 Day 5 Data Aggregation, Grouping in Pandas.mp4
98.97 MB
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2. Week 2 Data Science Essentials for AI/016 Day 6 Data Visualize, Matplotlib, Seaborn.mp4
221.74 MB
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2. Week 2 Data Science Essentials for AI/017 Day 7 EDA Project.mp4
168.47 MB
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20. Week 7 Data Science Basics/149 Day 43 Matrix Calculator NumPy.mp4
113.78 MB
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20. Week 7 Data Science Basics/150 Day 44 Data Cleaner Pandas.mp4
93.67 MB
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20. Week 7 Data Science Basics/151 Day 45 Graph Plotter Matplotlib.mp4
118.36 MB
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20. Week 7 Data Science Basics/152 Day 46 Sales Report Analyzer Data Analysis.mp4
167.7 MB
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20. Week 7 Data Science Basics/153 Day 47 Temperature Plotter Plotting Trends.mp4
133.44 MB
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20. Week 7 Data Science Basics/154 Day 48 Stock Price Tracker Data Scraping.mp4
121.67 MB
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20. Week 7 Data Science Basics/155 Day 49 COVID-19 Dashboard Capstone Project.mp4
145.53 MB
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21. Days 50-60 Intermed Projs/156 Day 50 Weather Dashboard App.mp4
200.61 MB
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21. Days 50-60 Intermed Projs/157 Day 51 Expense Tracker.mp4
139.94 MB
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21. Days 50-60 Intermed Projs/158 Day 52 File Organizer Tool.mp4
114.62 MB
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21. Days 50-60 Intermed Projs/159 Day 53 Tic-Tac-Toe Game.mp4
187.23 MB
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21. Days 50-60 Intermed Projs/160 Day 54 Mini Chatbot.mp4
67.62 MB
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21. Days 50-60 Intermed Projs/161 Day 55 Music Playlist Organizer.mp4
155.75 MB
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21. Days 50-60 Intermed Projs/162 Day 56 Personal Budget Planner.mp4
105.74 MB
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21. Days 50-60 Intermed Projs/163 Day 57 ASCII Art Generator.mp4
104.14 MB
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21. Days 50-60 Intermed Projs/164 Day 58 Pomodoro Timer.mp4
164.61 MB
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21. Days 50-60 Intermed Projs/165 Day 59 Markdown to HTML Converter.mp4
123.45 MB
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21. Days 50-60 Intermed Projs/166 Day 60 Personal Diary App.mp4
147.93 MB
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22. Days 61-70 Adv Intermed Projs/167 Day 61 Social Media Scraper.mp4
94.63 MB
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22. Days 61-70 Adv Intermed Projs/168 Day 62 Automated Backup Tool.mp4
100.02 MB
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22. Days 61-70 Adv Intermed Projs/169 Day 63 Movie Recommendation System.mp4
114.96 MB
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22. Days 61-70 Adv Intermed Projs/170 Day 64 PDF Merger Tool.mp4
72.67 MB
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22. Days 61-70 Adv Intermed Projs/171 Day 65 Portfolio Website Backend.mp4
142.49 MB
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22. Days 61-70 Adv Intermed Projs/172 Day 66 Flashcards Learning App.mp4
69.42 MB
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22. Days 61-70 Adv Intermed Projs/173 Day 67 Stock Market Dashboard.mp4
116.14 MB
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22. Days 61-70 Adv Intermed Projs/174 Day 68 Task Scheduler.mp4
121.94 MB
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22. Days 61-70 Adv Intermed Projs/175 Day 69 Currency Converter.mp4
83.64 MB
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22. Days 61-70 Adv Intermed Projs/176 Day 70 Data Visualizer App.mp4
150.44 MB
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23. Days 71-80 AI, Projs/177 Day 71 Spam Email Detector.mp4
202.31 MB
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23. Days 71-80 AI, Projs/178 Day 72 Text Sentiment Analyzer.mp4
84.12 MB
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23. Days 71-80 AI, Projs/179 Day 73 Handwriting Digit Recognition.mp4
209.33 MB
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23. Days 71-80 AI, Projs/180 Day 74 Voice Assistant.mp4
129.41 MB
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23. Days 71-80 AI, Projs/181 Day 75 Face Detection App.mp4
133.02 MB
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23. Days 71-80 AI, Projs/182 Day 76 Simple Recommendation System.mp4
114.04 MB
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23. Days 71-80 AI, Projs/183 Day 77 AI Chatbot with NLP.mp4
97.77 MB
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23. Days 71-80 AI, Projs/184 Day 78 Object Detection App.mp4
83.64 MB
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23. Days 71-80 AI, Projs/185 Day 79 Language Translator Tool.mp4
72.25 MB
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23. Days 71-80 AI, Projs/186 Day 80 Fake News Detector.mp4
104.54 MB
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24. Machine in Py/187 Intro Algorithms and in Python.mp4
13.8 MB
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24. Machine in Py/188 1 Supervised Linear Regression.mp4
38.27 MB
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24. Machine in Py/189 2 Sup. Ridge, Lasso Regression.mp4
51.64 MB
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24. Machine in Py/190 3 Supervised Polynomial Regression.mp4
47.02 MB
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24. Machine in Py/191 4 Supervised Logistic Regression.mp4
36.35 MB
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24. Machine in Py/192 5 Supervised KNN.mp4
40.31 MB
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24. Machine in Py/193 6 Supervised SVM.mp4
42.25 MB
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24. Machine in Py/194 7 Supervised Decision Trees.mp4
41.03 MB
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24. Machine in Py/195 8 Supervised Random Forests.mp4
40.62 MB
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24. Machine in Py/196 9 Supervised Gradient Boosting.mp4
41.67 MB
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24. Machine in Py/197 10 Supervised Naive Bayes.mp4
36.67 MB
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24. Machine in Py/198 11 Unsup. K-Means Clustering.mp4
22.78 MB
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24. Machine in Py/199 12 Unsup. Hierarchical Clustering.mp4
30.23 MB
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24. Machine in Py/200 13 Unsupervised DBSCAN.mp4
26 MB
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24. Machine in Py/201 14 Unsupervised GMM.mp4
28.05 MB
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24. Machine in Py/202 15 Unsupervised PCA.mp4
28.2 MB
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24. Machine in Py/203 16 Unsup. t-Distributed Stochastic.mp4
32.44 MB
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24. Machine in Py/204 17 Unsupervised Autoencoders.mp4
57.77 MB
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24. Machine in Py/205 18 Self-Training.mp4
51.93 MB
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24. Machine in Py/206 19 Q-Learning.mp4
64.38 MB
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24. Machine in Py/207 20 Deep Q-Networks (DQN).mp4
111 MB
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24. Machine in Py/208 21 Policy Gradient Methods.mp4
93 MB
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24. Machine in Py/209 22 One-Class SVM.mp4
28.87 MB
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24. Machine in Py/210 23 Isolation Forest.mp4
32.42 MB
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24. Machine in Py/211 24 CNNs.mp4
64.67 MB
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24. Machine in Py/212 25 RNNs.mp4
58.19 MB
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24. Machine in Py/213 26 LSTM.mp4
55.14 MB
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24. Machine in Py/214 27 Transformers.mp4
92.37 MB
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3. Week 3 Math for, AI/018 Intro Week 3 Mathematics for Machine Learning.mp4
3.24 MB
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3. Week 3 Math for, AI/019 Day 1 Linear Algebra Fundamentals.mp4
143.86 MB
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3. Week 3 Math for, AI/020 Day 2 Advanced Linear Algebra Concepts.mp4
134.61 MB
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3. Week 3 Math for, AI/021 Day 3 Calculus for Machine Learning (Derivatives).mp4
123.25 MB
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3. Week 3 Math for, AI/022 Day 4 Calculus (Integrals and Optimization).mp4
103.49 MB
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3. Week 3 Math for, AI/023 Day 5 Probability Theory, Distributions.mp4
179.12 MB
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3. Week 3 Math for, AI/024 Day 6 Statistics Fundamentals.mp4
137.2 MB
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3. Week 3 Math for, AI/025 Day 7 Math-Driven Mini Proj – Linear Regression.mp4
113.3 MB
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4. Wk 4 Probability, Stats, AI/026 Intro Week 4 Probability and Statistics.mp4
3.57 MB
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4. Wk 4 Probability, Stats, AI/027 Day 1 Probability Theory and Random Variables.mp4
122.69 MB
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4. Wk 4 Probability, Stats, AI/028 Day 2 Probability Distributions in Machine Learning.mp4
116.02 MB
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4. Wk 4 Probability, Stats, AI/029 Day 3 Stat Inference - Estimation, Confidence Intervals.mp4
112.65 MB
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4. Wk 4 Probability, Stats, AI/030 Day 4 Hypothesis Testing and P-Values.mp4
70.75 MB
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4. Wk 4 Probability, Stats, AI/031 Day 5 Types of Hypothesis Tests.mp4
132.74 MB
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4. Wk 4 Probability, Stats, AI/032 Day 6 Correlation and Regression Analysis.mp4
124.73 MB
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4. Wk 4 Probability, Stats, AI/033 Day 7 Stat Analysis Proj – Analyzing Real-World Data.mp4
208.4 MB
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5. Week 5 Intro to Machine Learning/034 Intro Week 5 Machine Learning.mp4
3.62 MB
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5. Week 5 Intro to Machine Learning/035 Day 1 Machine Learning Basics, Terminology.mp4
98.3 MB
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5. Week 5 Intro to Machine Learning/036 Day 2 Intro Supervised Learning, Regress Model.mp4
100.61 MB
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5. Week 5 Intro to Machine Learning/037 Day 3 Adv Regression – Polynomial Regularization.mp4
304.58 MB
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5. Week 5 Intro to Machine Learning/038 Day 4 Intro Classification and Logistic Regression.mp4
186.98 MB
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5. Week 5 Intro to Machine Learning/039 Day 5 Model Evaluation and Cross-Validation.mp4
112.92 MB
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5. Week 5 Intro to Machine Learning/040 Day 6 k-Nearest Neighbors (k-NN) Algorithm.mp4
139.49 MB
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5. Week 5 Intro to Machine Learning/041 Day 7 Supervised Learning Mini Project.mp4
227.68 MB
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6. Week 6 Feature Engineering, Model Eval/042 Intro Week 6 Feature Engineering, Model Eval.mp4
2.94 MB
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6. Week 6 Feature Engineering, Model Eval/043 Day 1 Introduction to Feature Engineering.mp4
105.89 MB
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6. Week 6 Feature Engineering, Model Eval/044 Day 2 Data Scaling and Normalization.mp4
131.66 MB
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6. Week 6 Feature Engineering, Model Eval/045 Day 3 Encoding Categorical Variables.mp4
132.1 MB
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6. Week 6 Feature Engineering, Model Eval/046 Day 4 Feature Selection Techniques.mp4
128.21 MB
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6. Week 6 Feature Engineering, Model Eval/047 Day 5 Creating and Transforming Features.mp4
140.76 MB
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6. Week 6 Feature Engineering, Model Eval/048 Day 6 Model Evaluation Techniques.mp4
117.35 MB
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6. Week 6 Feature Engineering, Model Eval/049 Day 7 Cross-Validation, Hyperparameter Tun.mp4
162.34 MB
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7. Wk 7 Adv Machine Learning Algorithms/050 Intro Week 7 Adv Algorithms.mp4
2.81 MB
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7. Wk 7 Adv Machine Learning Algorithms/051 Day 1 Introduction to Ensemble Learning.mp4
115.08 MB
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7. Wk 7 Adv Machine Learning Algorithms/052 Day 2 Bagging and Random Forests.mp4
107.05 MB
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7. Wk 7 Adv Machine Learning Algorithms/053 Day 3 Boosting and Gradient Boosting.mp4
127.18 MB
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7. Wk 7 Adv Machine Learning Algorithms/054 Day 4 Introduction to XGBoost.mp4
153.82 MB
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7. Wk 7 Adv Machine Learning Algorithms/055 Day 5 LightGBM and CatBoost.mp4
167.17 MB
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7. Wk 7 Adv Machine Learning Algorithms/056 Day 6 Handling Imbalanced Data.mp4
139.78 MB
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7. Wk 7 Adv Machine Learning Algorithms/057 Day 7 Proj – Compare Models Real Dataset.mp4
207.19 MB
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8. Week 8 Model Tuning, Optimization/058 Introduction to Week 8 Model Tuning and Optimization.mp4
4.24 MB
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8. Week 8 Model Tuning, Optimization/059 Day 1 Introduction to Hyperparameter Tuning.mp4
109.35 MB
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8. Week 8 Model Tuning, Optimization/060 Day 2 Grid Search and Random Search.mp4
136.06 MB
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8. Week 8 Model Tuning, Optimization/061 Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4
245 MB
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8. Week 8 Model Tuning, Optimization/062 Day 4 Regularization Techniques for Model Optimization.mp4
116.66 MB
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8. Week 8 Model Tuning, Optimization/063 Day 5 Cross-Validation and Model Evaluation Techniques.mp4
102.38 MB
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8. Week 8 Model Tuning, Optimization/064 Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4
171.32 MB
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8. Week 8 Model Tuning, Optimization/065 Day 7 Optimization Project – Building and Tuning a Final Model.mp4
207.85 MB
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8. Week 8 Model Tuning, Optimization/066 Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.mp4
3.75 MB
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9. Week 9 Neural Networks, Deep Learning/067 Day 1 Introduction to Deep Learning and Neural Networks.mp4
110.72 MB
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9. Week 9 Neural Networks, Deep Learning/068 Day 2 Forward Propagation and Activation Functions.mp4
109.84 MB
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9. Week 9 Neural Networks, Deep Learning/069 Day 3 Loss Functions and Backpropagation.mp4
118.05 MB
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9. Week 9 Neural Networks, Deep Learning/070 Day 4 Gradient Descent and Optimization Techniques.mp4
180.92 MB
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9. Week 9 Neural Networks, Deep Learning/071 Day 5 Building Neural Networks with TensorFlow and Keras.mp4
153.87 MB
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9. Week 9 Neural Networks, Deep Learning/072 Day 6 Building Neural Networks with PyTorch.mp4
240.38 MB
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9. Week 9 Neural Networks, Deep Learning/073 Day 7 Neural Network Project – Image Classification on CIFAR-10.mp4
200.8 MB
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