文件列表219
- 11. Week 11 RNNs, Sequence Modeling/088 Day 6 Sequence-to-Sequence Models and Applications.mp4 401.43 MB
- 1. Week 1 Python Basics for AI/008 Day 7 Pythonic Code and Project Work.mp4 309.45 MB
- 5. Week 5 Intro to Machine Learning/037 Day 3 Adv Regression – Polynomial Regularization.mp4 304.58 MB
- 11. Week 11 RNNs, Sequence Modeling/083 Day 1 Introduction to Sequence Modeling and RNNs.mp4 275.12 MB
- 10. Week 10 CNNs/081 Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10.mp4 247.95 MB
- 8. Week 8 Model Tuning, Optimization/061 Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4 245 MB
- 9. Week 9 Neural Networks, Deep Learning/072 Day 6 Building Neural Networks with PyTorch.mp4 240.38 MB
- 13. Week 13 Transfer Learning, Fine Tuning/100 Day 2 Transfer Learning in Computer Vision.mp4 234.41 MB
- 5. Week 5 Intro to Machine Learning/041 Day 7 Supervised Learning Mini Project.mp4 227.68 MB
- 13. Week 13 Transfer Learning, Fine Tuning/103 Day 5 Fine-Tuning Techniques in NLP.mp4 224.17 MB
- 1. Week 1 Python Basics for AI/003 Day 2 Control Flow in Python.mp4 222.6 MB
- 2. Week 2 Data Science Essentials for AI/016 Day 6 Data Visualize, Matplotlib, Seaborn.mp4 221.74 MB
- 11. Week 11 RNNs, Sequence Modeling/084 Day 2 Understanding RNN Architecture and Backpropagation Through Time (BPTT).mp4 212.85 MB
- 10. Week 10 CNNs/075 Day 1 Introduction to Convolutional Neural Networks.mp4 212.77 MB
- 10. Week 10 CNNs/077 Day 3 Pooling Layers and Dimensionality Reduction.mp4 210.59 MB
- 23. Days 71-80 AI, Projs/179 Day 73 Handwriting Digit Recognition.mp4 209.33 MB
- 4. Wk 4 Probability, Stats, AI/033 Day 7 Stat Analysis Proj – Analyzing Real-World Data.mp4 208.4 MB
- 8. Week 8 Model Tuning, Optimization/065 Day 7 Optimization Project – Building and Tuning a Final Model.mp4 207.85 MB
- 11. Week 11 RNNs, Sequence Modeling/087 Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4 207.45 MB
- 7. Wk 7 Adv Machine Learning Algorithms/057 Day 7 Proj – Compare Models Real Dataset.mp4 207.19 MB
- 10. Week 10 CNNs/079 Day 5 Building CNN Architectures with PyTorch.mp4 204.8 MB
- 23. Days 71-80 AI, Projs/177 Day 71 Spam Email Detector.mp4 202.31 MB
- 9. Week 9 Neural Networks, Deep Learning/073 Day 7 Neural Network Project – Image Classification on CIFAR-10.mp4 200.8 MB
- 21. Days 50-60 Intermed Projs/156 Day 50 Weather Dashboard App.mp4 200.61 MB
- 1. Week 1 Python Basics for AI/005 Day 4 Data Structure List, Tuple, Dict, Set.mp4 200.54 MB
- 13. Week 13 Transfer Learning, Fine Tuning/101 Day 3 Fine-Tuning Techniques in Computer Vision.mp4 191.36 MB
- 10. Week 10 CNNs/076 Day 2 Convolutional Layers and Filters.mp4 189.65 MB
- 12. Wk 12 Transformer, Attention Mechanism/093 Day 3 Self-Attention and Multi-Head Attention in Transformers.mp4 189.39 MB
- 21. Days 50-60 Intermed Projs/159 Day 53 Tic-Tac-Toe Game.mp4 187.23 MB
- 5. Week 5 Intro to Machine Learning/038 Day 4 Intro Classification and Logistic Regression.mp4 186.98 MB
- 9. Week 9 Neural Networks, Deep Learning/070 Day 4 Gradient Descent and Optimization Techniques.mp4 180.92 MB
- 14. Week 1 Python Basics/106 Learn Python from Scratch - Quick Tutorial.mp4 180.04 MB
- 3. Week 3 Math for, AI/023 Day 5 Probability Theory, Distributions.mp4 179.12 MB
- 8. Week 8 Model Tuning, Optimization/064 Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4 171.32 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/095 Day 5 Hands-On with Pre-Trained Transformers – BERT and GPT.mp4 168.75 MB
- 2. Week 2 Data Science Essentials for AI/017 Day 7 EDA Project.mp4 168.47 MB
- 20. Week 7 Data Science Basics/152 Day 46 Sales Report Analyzer Data Analysis.mp4 167.7 MB
- 7. Wk 7 Adv Machine Learning Algorithms/055 Day 5 LightGBM and CatBoost.mp4 167.17 MB
- 12. Wk 12 Transformer, Attention Mechanism/094 Day 4 Positional Encoding and Feed-Forward Networks.mp4 165.83 MB
- 21. Days 50-60 Intermed Projs/164 Day 58 Pomodoro Timer.mp4 164.61 MB
- 6. Week 6 Feature Engineering, Model Eval/049 Day 7 Cross-Validation, Hyperparameter Tun.mp4 162.34 MB
- 2. Week 2 Data Science Essentials for AI/011 Day 1 Intro NumPy for Numerical Computing.mp4 162.05 MB
- 11. Week 11 RNNs, Sequence Modeling/089 Day 7 RNN Project – Text Generation or Sentiment Analysis.mp4 156.01 MB
- 2. Week 2 Data Science Essentials for AI/014 Day 4 Data Cleaning and Prep - Pandas.mp4 155.8 MB
- 21. Days 50-60 Intermed Projs/161 Day 55 Music Playlist Organizer.mp4 155.75 MB
- 12. Wk 12 Transformer, Attention Mechanism/097 Day 7 Transformer Project – Text Summarization or Translation.mp4 155.43 MB
- 18. Week 5 GUI Programming/141 Day 35 Expense Tracker App GUI Capstone.mp4 154.73 MB
- 13. Week 13 Transfer Learning, Fine Tuning/105 Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task.mp4 154.16 MB
- 9. Week 9 Neural Networks, Deep Learning/071 Day 5 Building Neural Networks with TensorFlow and Keras.mp4 153.87 MB
