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2025 AI Py Dev Megaclass 300 Hands-on Proj
magnet:?xt=urn:btih:63d8bb0f740abfb7402006eea43e5e0fdead16df&dn=2025 AI Py Dev Megaclass 300 Hands-on Proj
磁力链接详情
Hash值:
63d8bb0f740abfb7402006eea43e5e0fdead16df
点击数:
4
文件大小:
24.77 GB
文件数量:
213
创建日期:
2025-10-28 03:33
最后访问:
2025-10-28 23:20
访问标签:
2025
AI
Py
Dev
Megaclass
300
Hands-on
Proj
文件列表详情
1. Week 1 Python Basics for AI/001 Intro Week 1 Python Prog Basics.mp4 2.45 MB
1. Week 1 Python Basics for AI/002 Day 1 Intro Python and Dev Setup.mp4 130.01 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 139.43 MB
1. Week 1 Python Basics for AI/005 Day 4 Data Structure List, Tuple, Dict, Set.mp4 200.54 MB
1. Week 1 Python Basics for AI/006 Day 5 Working with Strings.mp4 152.33 MB
1. Week 1 Python Basics for AI/007 Day 6 File Handling.mp4 148.56 MB
1. Week 1 Python Basics for AI/008 Day 7 Pythonic Code and Project Work.mp4 309.45 MB
10. Week 10 CNNs/074 Introduction to Week 10 Convolutional Neural Networks (CNNs).mp4 4.19 MB
10. Week 10 CNNs/075 Day 1 Introduction to Convolutional Neural Networks.mp4 212.77 MB
10. Week 10 CNNs/076 Day 2 Convolutional Layers and Filters.mp4 189.65 MB
10. Week 10 CNNs/077 Day 3 Pooling Layers and Dimensionality Reduction.mp4 210.59 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 148.73 MB
10. Week 10 CNNs/081 Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10.mp4 247.95 MB
11. Week 11 RNNs, Sequence Modeling/082 Introduction to Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling.mp4 4.23 MB
11. Week 11 RNNs, Sequence Modeling/083 Day 1 Introduction to Sequence Modeling and RNNs.mp4 275.12 MB
11. Week 11 RNNs, Sequence Modeling/084 Day 2 Understanding RNN Architecture and Backpropagation Through Time (BPTT).mp4 212.85 MB
11. Week 11 RNNs, Sequence Modeling/085 Day 3 Long Short-Term Memory (LSTM) Networks.mp4 112.56 MB
11. Week 11 RNNs, Sequence Modeling/086 Day 4 Gated Recurrent Units (GRUs).mp4 52.68 MB
11. Week 11 RNNs, Sequence Modeling/087 Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4 207.45 MB
11. Week 11 RNNs, Sequence Modeling/088 Day 6 Sequence-to-Sequence Models and Applications.mp4 401.43 MB
11. Week 11 RNNs, Sequence Modeling/089 Day 7 RNN Project – Text Generation or Sentiment Analysis.mp4 156.01 MB
12. Wk 12 Transformer, Attention Mechanism/090 Introduction to Week 12 Transformers and Attention Mechanisms.mp4 3.99 MB
12. Wk 12 Transformer, Attention Mechanism/091 Day 1 Introduction to Attention Mechanisms.mp4 110.73 MB
12. Wk 12 Transformer, Attention Mechanism/092 Day 2 Introduction to Transformers Architecture.mp4 139.34 MB
12. Wk 12 Transformer, Attention Mechanism/093 Day 3 Self-Attention and Multi-Head Attention in Transformers.mp4 189.39 MB
12. Wk 12 Transformer, Attention Mechanism/094 Day 4 Positional Encoding and Feed-Forward Networks.mp4 165.83 MB
12. Wk 12 Transformer, Attention Mechanism/095 Day 5 Hands-On with Pre-Trained Transformers – BERT and GPT.mp4 168.75 MB
12. Wk 12 Transformer, Attention Mechanism/096 Day 6 Advanced Transformers – BERT Variants and GPT-3.mp4 171.31 MB
12. Wk 12 Transformer, Attention Mechanism/097 Day 7 Transformer Project – Text Summarization or Translation.mp4 155.43 MB
13. Week 13 Transfer Learning, Fine Tuning/098 Introduction to Week 13 Transfer Learning and Fine-Tuning.mp4 3.21 MB
13. Week 13 Transfer Learning, Fine Tuning/099 Day 1 Introduction to Transfer Learning.mp4 118.93 MB
13. Week 13 Transfer Learning, Fine Tuning/100 Day 2 Transfer Learning in Computer Vision.mp4 234.41 MB
13. Week 13 Transfer Learning, Fine Tuning/101 Day 3 Fine-Tuning Techniques in Computer Vision.mp4 191.36 MB
13. Week 13 Transfer Learning, Fine Tuning/102 Day 4 Transfer Learning in NLP.mp4 142.39 MB
13. Week 13 Transfer Learning, Fine Tuning/103 Day 5 Fine-Tuning Techniques in NLP.mp4 224.17 MB
13. Week 13 Transfer Learning, Fine Tuning/104 Day 6 Domain Adaptation and Transfer Learning Challenges.mp4 128.48 MB
13. Week 13 Transfer Learning, Fine Tuning/105 Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task.mp4 154.16 MB
14. Week 1 Python Basics/106 Learn Python from Scratch - Quick Tutorial.mp4 180.04 MB
14. Week 1 Python Basics/107 Day 1 Welcome Message Generator Print Statements & Hello World.mp4 70.69 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 81.89 MB
14. Week 1 Python Basics/110 Day 4 Number Comparison Tool If-Else Statements.mp4 74.71 MB
14. Week 1 Python Basics/111 Day 5 Countdown Timer Loops (For & While).mp4 54.97 MB
14. Week 1 Python Basics/112 Day 6 Basic Math Quiz Game Functions.mp4 99.51 MB
14. Week 1 Python Basics/113 Day 7 Shopping List App Lists.mp4 110.35 MB
15. Week 2 Intermediate Python/114 Day 8 Contact Book Dictionaries.mp4 131.09 MB
15. Week 2 Intermediate Python/115 Day 9 Ingredient Checker Tuples & Sets.mp4 82.24 MB
15. Week 2 Intermediate Python/116 Day 10 Note-Taking App File Handling.mp4 102.49 MB
15. Week 2 Intermediate Python/117 Day 11 Safe Calculator Exception Handling.mp4 94.83 MB
15. Week 2 Intermediate Python/118 Day 12 Temperature Converter Functions with Return Values.mp4 92.21 MB
15. Week 2 Intermediate Python/119 Day 13 Student Grade Manager List Comprehensions.mp4 76.85 MB
15. Week 2 Intermediate Python/120 Day 14 Random Password Generator Modules & Libraries.mp4 92.78 MB
16. Week 3 Working with Data/121 Day 15 Recipe Viewer App Reading Files.mp4 101.31 MB
16. Week 3 Working with Data/122 Day 16 Daily Journal Logger Writing Files.mp4 97.08 MB
16. Week 3 Working with Data/123 Day 17 Student Report Generator CSV Files.mp4 95.21 MB
16. Week 3 Working with Data/124 Day 18 Mini To-Do App JSON Files.mp4 116.81 MB
16. Week 3 Working with Data/125 Day 19 Weather App using API APIs (Basics).mp4 116.51 MB
16. Week 3 Working with Data/126 Day 20 Event Countdown Timer Dates & Time.mp4 97.25 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 132.61 MB
17. Week 4 Object Orient Prog/129 Day 23 Library Management System Constructors & Methods.mp4 109.52 MB
17. Week 4 Object Orient Prog/130 Day 24 Employee Management System Inheritance.mp4 143.83 MB
17. Week 4 Object Orient Prog/131 Day 25 Animal Sound Simulator Polymorphism.mp4 86.34 MB
17. Week 4 Object Orient Prog/132 Day 26 Secure User Profile App Encapsulation.mp4 118.36 MB
17. Week 4 Object Orient Prog/133 Day 27 Inventory Management System Static & Class Methods.mp4 108.63 MB
17. Week 4 Object Orient Prog/134 Day 28 Mini ATM Machine Final OOP Project.mp4 120.25 MB
18. Week 5 GUI Programming/135 Day 29 Simple GUI App Tkinter Basics.mp4 116.33 MB
18. Week 5 GUI Programming/136 Day 30 Click Counter App Buttons & Events.mp4 124.81 MB
18. Week 5 GUI Programming/137 Day 31 BMI Calculator Input Fields.mp4 129.95 MB
18. Week 5 GUI Programming/138 Day 32 Drawing Pad App Canvas Widgets.mp4 134.24 MB
18. Week 5 GUI Programming/139 Day 33 Simple Login System Message Boxes.mp4 115.08 MB
18. Week 5 GUI Programming/140 Day 34 To-Do List GUI Advanced Widgets.mp4 118.52 MB
18. Week 5 GUI Programming/141 Day 35 Expense Tracker App GUI Capstone.mp4 154.73 MB
19. Week 6 Web Dev w Python/142 Day 36 Hello Flask App Flask Basics.mp4 95.61 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 79.71 MB
19. Week 6 Web Dev w Python/145 Day 39 User Registration App Database Integration.mp4 127.65 MB
19. Week 6 Web Dev w Python/146 Day 40 Mini Weather API REST APIs.mp4 124.91 MB
19. Week 6 Web Dev w Python/147 Day 41 Deploy Flask App Deployment.mp4 122.03 MB
19. Week 6 Web Dev w Python/148 Day 42 Portfolio Website Flask Capstone.mp4 101.13 MB
2. Week 2 Data Science Essentials for AI/010 Intro Week 2 Data Science Essentials.mp4 3.12 MB
2. Week 2 Data Science Essentials for AI/011 Day 1 Intro NumPy for Numerical Computing.mp4 162.05 MB
2. Week 2 Data Science Essentials for AI/012 Day 2 Advanced NumPy Operations.mp4 148.45 MB
2. Week 2 Data Science Essentials for AI/013 Day 3 Intro Pandas for Data Manipulation.mp4 152.51 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 98.97 MB
2. Week 2 Data Science Essentials for AI/016 Day 6 Data Visualize, Matplotlib, Seaborn.mp4 221.74 MB
2. Week 2 Data Science Essentials for AI/017 Day 7 EDA Project.mp4 168.47 MB
20. Week 7 Data Science Basics/149 Day 43 Matrix Calculator NumPy.mp4 113.78 MB
20. Week 7 Data Science Basics/150 Day 44 Data Cleaner Pandas.mp4 93.67 MB
20. Week 7 Data Science Basics/151 Day 45 Graph Plotter Matplotlib.mp4 118.36 MB
20. Week 7 Data Science Basics/152 Day 46 Sales Report Analyzer Data Analysis.mp4 167.7 MB
20. Week 7 Data Science Basics/153 Day 47 Temperature Plotter Plotting Trends.mp4 133.44 MB
20. Week 7 Data Science Basics/154 Day 48 Stock Price Tracker Data Scraping.mp4 121.67 MB
20. Week 7 Data Science Basics/155 Day 49 COVID-19 Dashboard Capstone Project.mp4 145.53 MB
21. Days 50-60 Intermed Projs/156 Day 50 Weather Dashboard App.mp4 200.61 MB
21. Days 50-60 Intermed Projs/157 Day 51 Expense Tracker.mp4 139.94 MB
21. Days 50-60 Intermed Projs/158 Day 52 File Organizer Tool.mp4 114.62 MB
21. Days 50-60 Intermed Projs/159 Day 53 Tic-Tac-Toe Game.mp4 187.23 MB
21. Days 50-60 Intermed Projs/160 Day 54 Mini Chatbot.mp4 67.62 MB
21. Days 50-60 Intermed Projs/161 Day 55 Music Playlist Organizer.mp4 155.75 MB
21. Days 50-60 Intermed Projs/162 Day 56 Personal Budget Planner.mp4 105.74 MB
21. Days 50-60 Intermed Projs/163 Day 57 ASCII Art Generator.mp4 104.14 MB
21. Days 50-60 Intermed Projs/164 Day 58 Pomodoro Timer.mp4 164.61 MB
21. Days 50-60 Intermed Projs/165 Day 59 Markdown to HTML Converter.mp4 123.45 MB
21. Days 50-60 Intermed Projs/166 Day 60 Personal Diary App.mp4 147.93 MB
22. Days 61-70 Adv Intermed Projs/167 Day 61 Social Media Scraper.mp4 94.63 MB
22. Days 61-70 Adv Intermed Projs/168 Day 62 Automated Backup Tool.mp4 100.02 MB
22. Days 61-70 Adv Intermed Projs/169 Day 63 Movie Recommendation System.mp4 114.96 MB
22. Days 61-70 Adv Intermed Projs/170 Day 64 PDF Merger Tool.mp4 72.67 MB
22. Days 61-70 Adv Intermed Projs/171 Day 65 Portfolio Website Backend.mp4 142.49 MB
22. Days 61-70 Adv Intermed Projs/172 Day 66 Flashcards Learning App.mp4 69.42 MB
22. Days 61-70 Adv Intermed Projs/173 Day 67 Stock Market Dashboard.mp4 116.14 MB
22. Days 61-70 Adv Intermed Projs/174 Day 68 Task Scheduler.mp4 121.94 MB
22. Days 61-70 Adv Intermed Projs/175 Day 69 Currency Converter.mp4 83.64 MB
22. Days 61-70 Adv Intermed Projs/176 Day 70 Data Visualizer App.mp4 150.44 MB
23. Days 71-80 AI, Projs/177 Day 71 Spam Email Detector.mp4 202.31 MB
23. Days 71-80 AI, Projs/178 Day 72 Text Sentiment Analyzer.mp4 84.12 MB
23. Days 71-80 AI, Projs/179 Day 73 Handwriting Digit Recognition.mp4 209.33 MB
23. Days 71-80 AI, Projs/180 Day 74 Voice Assistant.mp4 129.41 MB
23. Days 71-80 AI, Projs/181 Day 75 Face Detection App.mp4 133.02 MB
23. Days 71-80 AI, Projs/182 Day 76 Simple Recommendation System.mp4 114.04 MB
23. Days 71-80 AI, Projs/183 Day 77 AI Chatbot with NLP.mp4 97.77 MB
23. Days 71-80 AI, Projs/184 Day 78 Object Detection App.mp4 83.64 MB
23. Days 71-80 AI, Projs/185 Day 79 Language Translator Tool.mp4 72.25 MB
23. Days 71-80 AI, Projs/186 Day 80 Fake News Detector.mp4 104.54 MB
24. Machine in Py/187 Intro Algorithms and in Python.mp4 13.8 MB
24. Machine in Py/188 1 Supervised Linear Regression.mp4 38.27 MB
24. Machine in Py/189 2 Sup. Ridge, Lasso Regression.mp4 51.64 MB
24. Machine in Py/190 3 Supervised Polynomial Regression.mp4 47.02 MB
24. Machine in Py/191 4 Supervised Logistic Regression.mp4 36.35 MB
24. Machine in Py/192 5 Supervised KNN.mp4 40.31 MB
24. Machine in Py/193 6 Supervised SVM.mp4 42.25 MB
24. Machine in Py/194 7 Supervised Decision Trees.mp4 41.03 MB
24. Machine in Py/195 8 Supervised Random Forests.mp4 40.62 MB
24. Machine in Py/196 9 Supervised Gradient Boosting.mp4 41.67 MB
24. Machine in Py/197 10 Supervised Naive Bayes.mp4 36.67 MB
24. Machine in Py/198 11 Unsup. K-Means Clustering.mp4 22.78 MB
24. Machine in Py/199 12 Unsup. Hierarchical Clustering.mp4 30.23 MB
24. Machine in Py/200 13 Unsupervised DBSCAN.mp4 26 MB
24. Machine in Py/201 14 Unsupervised GMM.mp4 28.05 MB
24. Machine in Py/202 15 Unsupervised PCA.mp4 28.2 MB
24. Machine in Py/203 16 Unsup. t-Distributed Stochastic.mp4 32.44 MB
24. Machine in Py/204 17 Unsupervised Autoencoders.mp4 57.77 MB
24. Machine in Py/205 18 Self-Training.mp4 51.93 MB
24. Machine in Py/206 19 Q-Learning.mp4 64.38 MB
24. Machine in Py/207 20 Deep Q-Networks (DQN).mp4 111 MB
24. Machine in Py/208 21 Policy Gradient Methods.mp4 93 MB
24. Machine in Py/209 22 One-Class SVM.mp4 28.87 MB
24. Machine in Py/210 23 Isolation Forest.mp4 32.42 MB
24. Machine in Py/211 24 CNNs.mp4 64.67 MB
24. Machine in Py/212 25 RNNs.mp4 58.19 MB
24. Machine in Py/213 26 LSTM.mp4 55.14 MB
24. Machine in Py/214 27 Transformers.mp4 92.37 MB
3. Week 3 Math for, AI/018 Intro Week 3 Mathematics for Machine Learning.mp4 3.24 MB
3. Week 3 Math for, AI/019 Day 1 Linear Algebra Fundamentals.mp4 143.86 MB
3. Week 3 Math for, AI/020 Day 2 Advanced Linear Algebra Concepts.mp4 134.61 MB
3. Week 3 Math for, AI/021 Day 3 Calculus for Machine Learning (Derivatives).mp4 123.25 MB
3. Week 3 Math for, AI/022 Day 4 Calculus (Integrals and Optimization).mp4 103.49 MB
3. Week 3 Math for, AI/023 Day 5 Probability Theory, Distributions.mp4 179.12 MB
3. Week 3 Math for, AI/024 Day 6 Statistics Fundamentals.mp4 137.2 MB
3. Week 3 Math for, AI/025 Day 7 Math-Driven Mini Proj – Linear Regression.mp4 113.3 MB
4. Wk 4 Probability, Stats, AI/026 Intro Week 4 Probability and Statistics.mp4 3.57 MB
4. Wk 4 Probability, Stats, AI/027 Day 1 Probability Theory and Random Variables.mp4 122.69 MB
4. Wk 4 Probability, Stats, AI/028 Day 2 Probability Distributions in Machine Learning.mp4 116.02 MB
4. Wk 4 Probability, Stats, AI/029 Day 3 Stat Inference - Estimation, Confidence Intervals.mp4 112.65 MB
4. Wk 4 Probability, Stats, AI/030 Day 4 Hypothesis Testing and P-Values.mp4 70.75 MB
4. Wk 4 Probability, Stats, AI/031 Day 5 Types of Hypothesis Tests.mp4 132.74 MB
4. Wk 4 Probability, Stats, AI/032 Day 6 Correlation and Regression Analysis.mp4 124.73 MB
4. Wk 4 Probability, Stats, AI/033 Day 7 Stat Analysis Proj – Analyzing Real-World Data.mp4 208.4 MB
5. Week 5 Intro to Machine Learning/034 Intro Week 5 Machine Learning.mp4 3.62 MB
5. Week 5 Intro to Machine Learning/035 Day 1 Machine Learning Basics, Terminology.mp4 98.3 MB
5. Week 5 Intro to Machine Learning/036 Day 2 Intro Supervised Learning, Regress Model.mp4 100.61 MB
5. Week 5 Intro to Machine Learning/037 Day 3 Adv Regression – Polynomial Regularization.mp4 304.58 MB
5. Week 5 Intro to Machine Learning/038 Day 4 Intro Classification and Logistic Regression.mp4 186.98 MB
5. Week 5 Intro to Machine Learning/039 Day 5 Model Evaluation and Cross-Validation.mp4 112.92 MB
5. Week 5 Intro to Machine Learning/040 Day 6 k-Nearest Neighbors (k-NN) Algorithm.mp4 139.49 MB
5. Week 5 Intro to Machine Learning/041 Day 7 Supervised Learning Mini Project.mp4 227.68 MB
6. Week 6 Feature Engineering, Model Eval/042 Intro Week 6 Feature Engineering, Model Eval.mp4 2.94 MB
6. Week 6 Feature Engineering, Model Eval/043 Day 1 Introduction to Feature Engineering.mp4 105.89 MB
6. Week 6 Feature Engineering, Model Eval/044 Day 2 Data Scaling and Normalization.mp4 131.66 MB
6. Week 6 Feature Engineering, Model Eval/045 Day 3 Encoding Categorical Variables.mp4 132.1 MB
6. Week 6 Feature Engineering, Model Eval/046 Day 4 Feature Selection Techniques.mp4 128.21 MB
6. Week 6 Feature Engineering, Model Eval/047 Day 5 Creating and Transforming Features.mp4 140.76 MB
6. Week 6 Feature Engineering, Model Eval/048 Day 6 Model Evaluation Techniques.mp4 117.35 MB
6. Week 6 Feature Engineering, Model Eval/049 Day 7 Cross-Validation, Hyperparameter Tun.mp4 162.34 MB
7. Wk 7 Adv Machine Learning Algorithms/050 Intro Week 7 Adv Algorithms.mp4 2.81 MB
7. Wk 7 Adv Machine Learning Algorithms/051 Day 1 Introduction to Ensemble Learning.mp4 115.08 MB
7. Wk 7 Adv Machine Learning Algorithms/052 Day 2 Bagging and Random Forests.mp4 107.05 MB
7. Wk 7 Adv Machine Learning Algorithms/053 Day 3 Boosting and Gradient Boosting.mp4 127.18 MB
7. Wk 7 Adv Machine Learning Algorithms/054 Day 4 Introduction to XGBoost.mp4 153.82 MB
7. Wk 7 Adv Machine Learning Algorithms/055 Day 5 LightGBM and CatBoost.mp4 167.17 MB
7. Wk 7 Adv Machine Learning Algorithms/056 Day 6 Handling Imbalanced Data.mp4 139.78 MB
7. Wk 7 Adv Machine Learning Algorithms/057 Day 7 Proj – Compare Models Real Dataset.mp4 207.19 MB
8. Week 8 Model Tuning, Optimization/058 Introduction to Week 8 Model Tuning and Optimization.mp4 4.24 MB
8. Week 8 Model Tuning, Optimization/059 Day 1 Introduction to Hyperparameter Tuning.mp4 109.35 MB
8. Week 8 Model Tuning, Optimization/060 Day 2 Grid Search and Random Search.mp4 136.06 MB
8. Week 8 Model Tuning, Optimization/061 Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4 245 MB
8. Week 8 Model Tuning, Optimization/062 Day 4 Regularization Techniques for Model Optimization.mp4 116.66 MB
8. Week 8 Model Tuning, Optimization/063 Day 5 Cross-Validation and Model Evaluation Techniques.mp4 102.38 MB
8. Week 8 Model Tuning, Optimization/064 Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4 171.32 MB
8. Week 8 Model Tuning, Optimization/065 Day 7 Optimization Project – Building and Tuning a Final Model.mp4 207.85 MB
8. Week 8 Model Tuning, Optimization/066 Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.mp4 3.75 MB
9. Week 9 Neural Networks, Deep Learning/067 Day 1 Introduction to Deep Learning and Neural Networks.mp4 110.72 MB
9. Week 9 Neural Networks, Deep Learning/068 Day 2 Forward Propagation and Activation Functions.mp4 109.84 MB
9. Week 9 Neural Networks, Deep Learning/069 Day 3 Loss Functions and Backpropagation.mp4 118.05 MB
9. Week 9 Neural Networks, Deep Learning/070 Day 4 Gradient Descent and Optimization Techniques.mp4 180.92 MB
9. Week 9 Neural Networks, Deep Learning/071 Day 5 Building Neural Networks with TensorFlow and Keras.mp4 153.87 MB
9. Week 9 Neural Networks, Deep Learning/072 Day 6 Building Neural Networks with PyTorch.mp4 240.38 MB
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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