2025 AI Py Dev Megaclass 300 Hands-on Proj

• 2025 AI Py Dev Megaclass 300 Hands-on Proj
• 0. Info (.txt)/2025 AI Python Development Megaclass 300 Hands-on Projects -Udemy 'School of AI'.txt 236 B
• 1. Week 1 Python Basics for AI/001 Intro Week 1 Python Prog Basics.mp4 2.4 MB
• 1. Week 1 Python Basics for AI/002 Day 1 Intro Python and Dev Setup.mp4 130 MB
• 1. Week 1 Python Basics for AI/003 Day 2 Control Flow in Python.mp4 222.6 MB
• 1. Week 1 Python Basics for AI/004 Day 3 Functions and Modules.mp4 139.4 MB
• 1. Week 1 Python Basics for AI/005 Day 4 Data Structure List, Tuple, Dict, Set.mp4 200.5 MB
• 1. Week 1 Python Basics for AI/006 Day 5 Working with Strings.mp4 152.3 MB
• 1. Week 1 Python Basics for AI/007 Day 6 File Handling.mp4 148.6 MB
• 1. Week 1 Python Basics for AI/008 Day 7 Pythonic Code and Project Work.mp4 309.4 MB
• 1. Week 1 Python Basics for AI/009 Video ''009'' does not exist. Cont. to ''010...''.txt 240 B
• 1. Week 1 Python Basics for AI/Additional Files/AIBootcamp.pdf 2.4 MB
• 1. Week 1 Python Basics for AI/Additional Files/Code files.zip 30.4 MB
• 1. Week 1 Python Basics for AI/Additional Files/Python100Days Code.zip 5.4 MB
• 1. Week 1 Python Basics for AI/Additional Files/Python100Days.pdf 524.2 KB
• 10. Week 10 CNNs/074 Introduction to Week 10 Convolutional Neural Networks (CNNs).mp4 4.2 MB
• 10. Week 10 CNNs/075 Day 1 Introduction to Convolutional Neural Networks.mp4 212.8 MB
• 10. Week 10 CNNs/076 Day 2 Convolutional Layers and Filters.mp4 189.7 MB
• 10. Week 10 CNNs/077 Day 3 Pooling Layers and Dimensionality Reduction.mp4 210.6 MB
• 10. Week 10 CNNs/078 Day 4 Building CNN Architectures with Keras and TensorFlow.mp4 142.4 MB
• 10. Week 10 CNNs/079 Day 5 Building CNN Architectures with PyTorch.mp4 204.8 MB
• 10. Week 10 CNNs/080 Day 6 Regularization and Data Augmentation for CNNs.mp4 148.7 MB
• 10. Week 10 CNNs/081 Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10.mp4 248 MB
• 11. Week 11 RNNs, Sequence Modeling/082 Introduction to Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling.mp4 4.2 MB
• 11. Week 11 RNNs, Sequence Modeling/083 Day 1 Introduction to Sequence Modeling and RNNs.mp4 275.1 MB
• 11. Week 11 RNNs, Sequence Modeling/084 Day 2 Understanding RNN Architecture and Backpropagation Through Time (BPTT).mp4 212.9 MB
• 11. Week 11 RNNs, Sequence Modeling/085 Day 3 Long Short-Term Memory (LSTM) Networks.mp4 112.6 MB
• 11. Week 11 RNNs, Sequence Modeling/086 Day 4 Gated Recurrent Units (GRUs).mp4 52.7 MB
• 11. Week 11 RNNs, Sequence Modeling/087 Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4 207.5 MB
• 11. Week 11 RNNs, Sequence Modeling/088 Day 6 Sequence-to-Sequence Models and Applications.mp4 401.4 MB
• 11. Week 11 RNNs, Sequence Modeling/089 Day 7 RNN Project – Text Generation or Sentiment Analysis.mp4 156 MB
• 12. Wk 12 Transformer, Attention Mechanism/090 Introduction to Week 12 Transformers and Attention Mechanisms.mp4 4 MB
• 12. Wk 12 Transformer, Attention Mechanism/091 Day 1 Introduction to Attention Mechanisms.mp4 110.7 MB
• 12. Wk 12 Transformer, Attention Mechanism/092 Day 2 Introduction to Transformers Architecture.mp4 139.3 MB
• 12. Wk 12 Transformer, Attention Mechanism/093 Day 3 Self-Attention and Multi-Head Attention in Transformers.mp4 189.4 MB
• 12. Wk 12 Transformer, Attention Mechanism/094 Day 4 Positional Encoding and Feed-Forward Networks.mp4 165.8 MB
• 12. Wk 12 Transformer, Attention Mechanism/095 Day 5 Hands-On with Pre-Trained Transformers – BERT and GPT.mp4 168.7 MB
• 12. Wk 12 Transformer, Attention Mechanism/096 Day 6 Advanced Transformers – BERT Variants and GPT-3.mp4 171.3 MB
• 12. Wk 12 Transformer, Attention Mechanism/097 Day 7 Transformer Project – Text Summarization or Translation.mp4 155.4 MB
• 13. Week 13 Transfer Learning, Fine Tuning/098 Introduction to Week 13 Transfer Learning and Fine-Tuning.mp4 3.2 MB
• 13. Week 13 Transfer Learning, Fine Tuning/099 Day 1 Introduction to Transfer Learning.mp4 118.9 MB
• 13. Week 13 Transfer Learning, Fine Tuning/100 Day 2 Transfer Learning in Computer Vision.mp4 234.4 MB
• 13. Week 13 Transfer Learning, Fine Tuning/101 Day 3 Fine-Tuning Techniques in Computer Vision.mp4 191.4 MB
• 13. Week 13 Transfer Learning, Fine Tuning/102 Day 4 Transfer Learning in NLP.mp4 142.4 MB
• 13. Week 13 Transfer Learning, Fine Tuning/103 Day 5 Fine-Tuning Techniques in NLP.mp4 224.2 MB
• 13. Week 13 Transfer Learning, Fine Tuning/104 Day 6 Domain Adaptation and Transfer Learning Challenges.mp4 128.5 MB
• 13. Week 13 Transfer Learning, Fine Tuning/105 Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task.mp4 154.2 MB
• 14. Week 1 Python Basics/106 Learn Python from Scratch - Quick Tutorial.mp4 180 MB
• 14. Week 1 Python Basics/107 Day 1 Welcome Message Generator Print Statements & Hello World.mp4 70.7 MB
• 14. Week 1 Python Basics/108 Day 2 Personalized Greeting Program Variables & Data Types.mp4 76.6 MB
• 14. Week 1 Python Basics/109 Day 3 Simple Calculator User Input & String Formatting.mp4 81.9 MB
• 14. Week 1 Python Basics/110 Day 4 Number Comparison Tool If-Else Statements.mp4 74.7 MB
• 14. Week 1 Python Basics/111 Day 5 Countdown Timer Loops (For & While).mp4 55 MB
• 14. Week 1 Python Basics/112 Day 6 Basic Math Quiz Game Functions.mp4 99.5 MB
• 14. Week 1 Python Basics/113 Day 7 Shopping List App Lists.mp4 110.4 MB
• 15. Week 2 Intermediate Python/114 Day 8 Contact Book Dictionaries.mp4 131.1 MB
• 15. Week 2 Intermediate Python/115 Day 9 Ingredient Checker Tuples & Sets.mp4 82.2 MB
• 15. Week 2 Intermediate Python/116 Day 10 Note-Taking App File Handling.mp4 102.5 MB
• 15. Week 2 Intermediate Python/117 Day 11 Safe Calculator Exception Handling.mp4 94.8 MB
• 15. Week 2 Intermediate Python/118 Day 12 Temperature Converter Functions with Return Values.mp4 92.2 MB
• 15. Week 2 Intermediate Python/119 Day 13 Student Grade Manager List Comprehensions.mp4 76.8 MB
• 15. Week 2 Intermediate Python/120 Day 14 Random Password Generator Modules & Libraries.mp4 92.8 MB
• 16. Week 3 Working with Data/121 Day 15 Recipe Viewer App Reading Files.mp4 101.3 MB
• 16. Week 3 Working with Data/122 Day 16 Daily Journal Logger Writing Files.mp4 97.1 MB
• 16. Week 3 Working with Data/123 Day 17 Student Report Generator CSV Files.mp4 95.2 MB
• 16. Week 3 Working with Data/124 Day 18 Mini To-Do App JSON Files.mp4 116.8 MB
• 16. Week 3 Working with Data/125 Day 19 Weather App using API APIs (Basics).mp4 116.5 MB
• 16. Week 3 Working with Data/126 Day 20 Event Countdown Timer Dates & Time.mp4 97.2 MB
• 16. Week 3 Working with Data/127 Day 21 Wikipedia Article Scraper Web Scraping.mp4 139.9 MB
• 17. Week 4 Object Orient Prog/128 Day 22 Bank Account Simulator Classes & Objects.mp4 132.6 MB
• 17. Week 4 Object Orient Prog/129 Day 23 Library Management System Constructors & Methods.mp4 109.5 MB
• 17. Week 4 Object Orient Prog/130 Day 24 Employee Management System Inheritance.mp4 143.8 MB
• 17. Week 4 Object Orient Prog/131 Day 25 Animal Sound Simulator Polymorphism.mp4 86.3 MB
• 17. Week 4 Object Orient Prog/132 Day 26 Secure User Profile App Encapsulation.mp4 118.4 MB
• 17. Week 4 Object Orient Prog/133 Day 27 Inventory Management System Static & Class Methods.mp4 108.6 MB
• 17. Week 4 Object Orient Prog/134 Day 28 Mini ATM Machine Final OOP Project.mp4 120.3 MB
• 18. Week 5 GUI Programming/135 Day 29 Simple GUI App Tkinter Basics.mp4 116.3 MB
• 18. Week 5 GUI Programming/136 Day 30 Click Counter App Buttons & Events.mp4 124.8 MB
• 18. Week 5 GUI Programming/137 Day 31 BMI Calculator Input Fields.mp4 130 MB
• 18. Week 5 GUI Programming/138 Day 32 Drawing Pad App Canvas Widgets.mp4 134.2 MB
• 18. Week 5 GUI Programming/139 Day 33 Simple Login System Message Boxes.mp4 115.1 MB
• 18. Week 5 GUI Programming/140 Day 34 To-Do List GUI Advanced Widgets.mp4 118.5 MB
• 18. Week 5 GUI Programming/141 Day 35 Expense Tracker App GUI Capstone.mp4 154.7 MB
• 19. Week 6 Web Dev w Python/142 Day 36 Hello Flask App Flask Basics.mp4 95.6 MB
• 19. Week 6 Web Dev w Python/143 Day 37 Personal Blog Website Routes & Templates.mp4 147.5 MB
• 19. Week 6 Web Dev w Python/144 Day 38 Contact Form App Forms & User Input.mp4 79.7 MB
• 19. Week 6 Web Dev w Python/145 Day 39 User Registration App Database Integration.mp4 127.7 MB
• 19. Week 6 Web Dev w Python/146 Day 40 Mini Weather API REST APIs.mp4 124.9 MB
• 19. Week 6 Web Dev w Python/147 Day 41 Deploy Flask App Deployment.mp4 122 MB
• 19. Week 6 Web Dev w Python/148 Day 42 Portfolio Website Flask Capstone.mp4 101.1 MB
• 2. Week 2 Data Science Essentials for AI/010 Intro Week 2 Data Science Essentials.mp4 3.1 MB
• 2. Week 2 Data Science Essentials for AI/011 Day 1 Intro NumPy for Numerical Computing.mp4 162.1 MB
• 2. Week 2 Data Science Essentials for AI/012 Day 2 Advanced NumPy Operations.mp4 148.5 MB
• 2. Week 2 Data Science Essentials for AI/013 Day 3 Intro Pandas for Data Manipulation.mp4 152.5 MB
• 2. Week 2 Data Science Essentials for AI/014 Day 4 Data Cleaning and Prep - Pandas.mp4 155.8 MB
• 2. Week 2 Data Science Essentials for AI/015 Day 5 Data Aggregation, Grouping in Pandas.mp4 99 MB
• 2. Week 2 Data Science Essentials for AI/016 Day 6 Data Visualize, Matplotlib, Seaborn.mp4 221.7 MB
• 2. Week 2 Data Science Essentials for AI/017 Day 7 EDA Project.mp4 168.5 MB
• 20. Week 7 Data Science Basics/149 Day 43 Matrix Calculator NumPy.mp4 113.8 MB
• 20. Week 7 Data Science Basics/150 Day 44 Data Cleaner Pandas.mp4 93.7 MB

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