Udemy AI and Python Development Megaclass 300 plus Hands on Projects

Creation Time	April 17, 2025, 8:40 p.m.
Last Access Time	May 11, 2025, 4:02 a.m.
File Size	11.7 GB
Keywords	and Development on AI 300 Udemy Python plus Hands Megaclass Projects
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Total Files	414
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Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/88 Day 6 Sequence-to-Sequence Models and Applications.mp4 149.7 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/8 Day 7 Pythonic Code and Project Work.mp4 137.6 MB
Chapter 14-Week 1 Python Basics/106 Learn Python from Scratch - Quick Tutorial.mp4 133.5 MB
Chapter 5-Week 5 Introduction to Machine Learning/37 Day 3 Advanced Regression Models â€“ Polynomial Regression and Regularization.mp4 122.5 MB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/83 Day 1 Introduction to Sequence Modeling and RNNs.mp4 116.3 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/3 Day 2 Control Flow in Python.mp4 113.9 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/5 Day 4 Data Structures --(Lists, Tuples, Dictionaries, Sets--).mp4 106.1 MB
Chapter 19-Week 6 Web Development with Python/143 Day 37 Personal Blog Website Routes --& Templates.mp4 99.9 MB
Chapter 21-Days 50 60 Intermediate Projects/156 Day 50 Weather Dashboard App.mp4 99.8 MB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/81 Day 7 CNN Project â€“ Image Classification on Fashion MNIST or CIFAR-10.mp4 96.0 MB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/16 Day 6 Data Visualization with Matplotlib and Seaborn.mp4 94.3 MB
Chapter 8-Week 8 Model Tuning and Optimization/61 Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4 93.4 MB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/72 Day 6 Building Neural Networks with PyTorch.mp4 92.5 MB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/100 Day 2 Transfer Learning in Computer Vision.mp4 92.3 MB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/75 Day 1 Introduction to Convolutional Neural Networks.mp4 91.5 MB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/103 Day 5 Fine-Tuning Techniques in NLP.mp4 90.4 MB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/23 Day 5 Probability Theory and Distributions.mp4 88.3 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/179 Day 73 Handwriting Digit Recognition.mp4 87.8 MB
Chapter 21-Days 50 60 Intermediate Projects/159 Day 53 Tic-Tac-Toe Game.mp4 87.0 MB
Chapter 5-Week 5 Introduction to Machine Learning/41 Day 7 Supervised Learning Mini Project.mp4 86.7 MB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/33 Day 7 Statistical Analysis Project â€“ Analyzing Real-World Data.mp4 85.2 MB
Chapter 5-Week 5 Introduction to Machine Learning/38 Day 4 Introduction to Classification and Logistic Regression.mp4 84.5 MB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/14 Day 4 Data Cleaning and Preparation with Pandas.mp4 83.5 MB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/77 Day 3 Pooling Layers and Dimensionality Reduction.mp4 83.5 MB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/87 Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4 83.4 MB
Chapter 20-Week 7 Data Science Basics/152 Day 46 Sales Report Analyzer Data Analysis.mp4 83.2 MB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/76 Day 2 Convolutional Layers and Filters.mp4 82.7 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/6 Day 5 Working with Strings.mp4 82.4 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/4 Day 3 Functions and Modules.mp4 80.8 MB
Chapter 17-Week 4 Object Oriented Programming/130 Day 24 Employee Management System Inheritance.mp4 79.9 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/177 Day 71 Spam Email Detector.mp4 79.7 MB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/11 Day 1 Introduction to NumPy for Numerical Computing.mp4 79.7 MB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/17 Day 7 Exploratory Data Analysis --(EDA--) Project.mp4 79.3 MB
Chapter 8-Week 8 Model Tuning and Optimization/65 Day 7 Optimization Project â€“ Building and Tuning a Final Model.mp4 78.8 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/7 Day 6 File Handling.mp4 78.4 MB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/57 Day 7 Ensemble Learning Project â€“ Comparing Models on a Real Dataset.mp4 78.1 MB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/79 Day 5 Building CNN Architectures with PyTorch.mp4 77.8 MB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/73 Day 7 Neural Network Project â€“ Image Classification on CIFAR-10.mp4 77.2 MB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/101 Day 3 Fine-Tuning Techniques in Computer Vision.mp4 76.0 MB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/70 Day 4 Gradient Descent and Optimization Techniques.mp4 75.9 MB
Chapter 21-Days 50 60 Intermediate Projects/164 Day 58 Pomodoro Timer.mp4 75.7 MB
Chapter 16-Week 3 Working with Data/127 Day 21 Wikipedia Article Scraper Web Scraping.mp4 75.5 MB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/84 Day 2 Understanding RNN Architecture and Backpropagation Through Time --(BPTT--).mp4 75.0 MB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/19 Day 1 Linear Algebra Fundamentals.mp4 74.9 MB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/12 Day 2 Advanced NumPy Operations.mp4 74.6 MB
Chapter 18-Week 5 GUI Programming/138 Day 32 Drawing Pad App Canvas Widgets.mp4 73.8 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/171 Day 65 Portfolio Website Backend.mp4 73.5 MB
Chapter 12-Week 12 Transformers and Attention Mechanisms/93 Day 3 Self-Attention and Multi-Head Attention in Transformers.mp4 73.3 MB
Chapter 12-Week 12 Transformers and Attention Mechanisms/96 Day 6 Advanced Transformers â€“ BERT Variants and GPT-3.mp4 71.8 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/2 Day 1 Introduction to Python and Development Setup.mp4 71.6 MB
Chapter 18-Week 5 GUI Programming/136 Day 30 Click Counter App Buttons --& Events.mp4 70.9 MB
Chapter 18-Week 5 GUI Programming/137 Day 31 BMI Calculator Input Fields.mp4 70.9 MB
Chapter 18-Week 5 GUI Programming/141 Day 35 Expense Tracker App GUI Capstone.mp4 70.8 MB
Chapter 12-Week 12 Transformers and Attention Mechanisms/94 Day 4 Positional Encoding and Feed-Forward Networks.mp4 70.7 MB
Chapter 15-Week 2 Intermediate Python/114 Day 8 Contact Book Dictionaries.mp4 70.5 MB
Chapter 21-Days 50 60 Intermediate Projects/161 Day 55 Music Playlist Organizer.mp4 70.5 MB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/55 Day 5 LightGBM and CatBoost.mp4 70.1 MB
Chapter 19-Week 6 Web Development with Python/142 Day 36 Hello Flask App Flask Basics.mp4 69.6 MB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/49 Day 7 Cross-Validation and Hyperparameter Tuning.mp4 69.3 MB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/20 Day 2 Advanced Linear Algebra Concepts.mp4 68.6 MB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/13 Day 3 Introduction to Pandas for Data Manipulation.mp4 68.5 MB
Chapter 12-Week 12 Transformers and Attention Mechanisms/95 Day 5 Hands-On with Pre-Trained Transformers â€“ BERT and GPT.mp4 68.4 MB
Chapter 17-Week 4 Object Oriented Programming/128 Day 22 Bank Account Simulator Classes --& Objects.mp4 68.1 MB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/54 Day 4 Introduction to XGBoost.mp4 67.7 MB
Chapter 8-Week 8 Model Tuning and Optimization/64 Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4 67.5 MB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/71 Day 5 Building Neural Networks with TensorFlow and Keras.mp4 67.4 MB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/24 Day 6 Statistics Fundamentals.mp4 66.8 MB
Chapter 18-Week 5 GUI Programming/135 Day 29 Simple GUI App Tkinter Basics.mp4 66.3 MB
Chapter 20-Week 7 Data Science Basics/155 Day 49 COVID-19 Dashboard Capstone Project.mp4 66.0 MB
Chapter 19-Week 6 Web Development with Python/147 Day 41 Deploy Flask App Deployment.mp4 65.7 MB
Chapter 19-Week 6 Web Development with Python/145 Day 39 User Registration App Database Integration.mp4 65.7 MB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/80 Day 6 Regularization and Data Augmentation for CNNs.mp4 65.1 MB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/31 Day 5 Types of Hypothesis Tests.mp4 65.0 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/181 Day 75 Face Detection App.mp4 65.0 MB
Chapter 18-Week 5 GUI Programming/140 Day 34 To-Do List GUI Advanced Widgets.mp4 64.9 MB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/27 Day 1 Probability Theory and Random Variables.mp4 64.7 MB
Chapter 20-Week 7 Data Science Basics/149 Day 43 Matrix Calculator NumPy.mp4 64.6 MB
Chapter 21-Days 50 60 Intermediate Projects/166 Day 60 Personal Diary App.mp4 64.2 MB
Chapter 21-Days 50 60 Intermediate Projects/157 Day 51 Expense Tracker.mp4 64.1 MB
Chapter 12-Week 12 Transformers and Attention Mechanisms/97 Day 7 Transformer Project â€“ Text Summarization or Translation.mp4 63.9 MB
Chapter 12-Week 12 Transformers and Attention Mechanisms/92 Day 2 Introduction to Transformers Architecture.mp4 63.6 MB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/105 Day 7 Transfer Learning Project â€“ Fine-Tuning for a Custom Task.mp4 63.4 MB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/21 Day 3 Calculus for Machine Learning --(Derivatives--).mp4 63.3 MB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/47 Day 5 Creating and Transforming Features.mp4 62.9 MB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/89 Day 7 RNN Project â€“ Text Generation or Sentiment Analysis.mp4 62.7 MB
Chapter 16-Week 3 Working with Data/125 Day 19 Weather App using API APIs --(Basics--).mp4 62.7 MB
Chapter 20-Week 7 Data Science Basics/151 Day 45 Graph Plotter Matplotlib.mp4 62.5 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/176 Day 70 Data Visualizer App.mp4 62.5 MB
Chapter 17-Week 4 Object Oriented Programming/132 Day 26 Secure User Profile App Encapsulation.mp4 62.3 MB
Chapter 19-Week 6 Web Development with Python/146 Day 40 Mini Weather API REST APIs.mp4 62.1 MB
Chapter 20-Week 7 Data Science Basics/153 Day 47 Temperature Plotter Plotting Trends.mp4 62.1 MB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/78 Day 4 Building CNN Architectures with Keras and TensorFlow.mp4 62.0 MB
Chapter 14-Week 1 Python Basics/113 Day 7 Shopping List App Lists.mp4 61.3 MB
Chapter 16-Week 3 Working with Data/124 Day 18 Mini To-Do App JSON Files.mp4 60.8 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/180 Day 74 Voice Assistant.mp4 60.8 MB
Chapter 18-Week 5 GUI Programming/139 Day 33 Simple Login System Message Boxes.mp4 60.8 MB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/32 Day 6 Correlation and Regression Analysis.mp4 60.5 MB
Chapter 20-Week 7 Data Science Basics/154 Day 48 Stock Price Tracker Data Scraping.mp4 60.2 MB
Chapter 5-Week 5 Introduction to Machine Learning/40 Day 6 k-Nearest Neighbors --(k-NN--) Algorithm.mp4 60.0 MB
Chapter 21-Days 50 60 Intermediate Projects/165 Day 59 Markdown to HTML Converter.mp4 59.5 MB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/28 Day 2 Probability Distributions in Machine Learning.mp4 59.5 MB
Chapter 21-Days 50 60 Intermediate Projects/158 Day 52 File Organizer Tool.mp4 59.5 MB
Chapter 17-Week 4 Object Oriented Programming/129 Day 23 Library Management System Constructors --& Methods.mp4 59.0 MB
Chapter 20-Week 7 Data Science Basics/150 Day 44 Data Cleaner Pandas.mp4 58.9 MB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/102 Day 4 Transfer Learning in NLP.mp4 58.7 MB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/45 Day 3 Encoding Categorical Variables.mp4 58.0 MB
Chapter 17-Week 4 Object Oriented Programming/134 Day 28 Mini ATM Machine Final OOP Project.mp4 57.8 MB
Chapter 15-Week 2 Intermediate Python/116 Day 10 Note-Taking App File Handling.mp4 57.8 MB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/56 Day 6 Handling Imbalanced Data.mp4 57.7 MB
Chapter 17-Week 4 Object Oriented Programming/133 Day 27 Inventory Management System Static --& Class Methods.mp4 57.5 MB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/46 Day 4 Feature Selection Techniques.mp4 56.5 MB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/44 Day 2 Data Scaling and Normalization.mp4 56.3 MB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/67 Day 1 Introduction to Deep Learning and Neural Networks.mp4 56.0 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/169 Day 63 Movie Recommendation System.mp4 55.9 MB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/53 Day 3 Boosting and Gradient Boosting.mp4 55.8 MB
Chapter 8-Week 8 Model Tuning and Optimization/60 Day 2 Grid Search and Random Search.mp4 55.7 MB
Chapter 5-Week 5 Introduction to Machine Learning/39 Day 5 Model Evaluation and Cross-Validation.mp4 55.4 MB
Chapter 19-Week 6 Web Development with Python/148 Day 42 Portfolio Website Flask Capstone.mp4 55.2 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/173 Day 67 Stock Market Dashboard.mp4 55.1 MB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/48 Day 6 Model Evaluation Techniques.mp4 54.7 MB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/29 Day 3 Statistical Inference - Estimation and Confidence Intervals.mp4 54.3 MB
Chapter 15-Week 2 Intermediate Python/120 Day 14 Random Password Generator Modules --& Libraries.mp4 53.7 MB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/69 Day 3 Loss Functions and Backpropagation.mp4 53.6 MB
Chapter 14-Week 1 Python Basics/112 Day 6 Basic Math Quiz Game Functions.mp4 53.6 MB
Chapter 16-Week 3 Working with Data/121 Day 15 Recipe Viewer App Reading Files.mp4 53.3 MB
Chapter 21-Days 50 60 Intermediate Projects/163 Day 57 ASCII Art Generator.mp4 53.2 MB
Chapter 15-Week 2 Intermediate Python/117 Day 11 Safe Calculator Exception Handling.mp4 53.0 MB
Chapter 12-Week 12 Transformers and Attention Mechanisms/91 Day 1 Introduction to Attention Mechanisms.mp4 53.0 MB
Chapter 5-Week 5 Introduction to Machine Learning/36 Day 2 Introduction to Supervised Learning and Regression Models.mp4 52.8 MB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/85 Day 3 Long Short-Term Memory --(LSTM--) Networks.mp4 52.5 MB
Chapter 16-Week 3 Working with Data/123 Day 17 Student Report Generator CSV Files.mp4 52.5 MB
Chapter 16-Week 3 Working with Data/122 Day 16 Daily Journal Logger Writing Files.mp4 52.3 MB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/51 Day 1 Introduction to Ensemble Learning.mp4 52.3 MB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/15 Day 5 Data Aggregation and Grouping in Pandas.mp4 52.1 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/174 Day 68 Task Scheduler.mp4 51.5 MB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/104 Day 6 Domain Adaptation and Transfer Learning Challenges.mp4 51.4 MB
Chapter 5-Week 5 Introduction to Machine Learning/35 Day 1 Machine Learning Basics and Terminology.mp4 51.4 MB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/68 Day 2 Forward Propagation and Activation Functions.mp4 51.0 MB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/99 Day 1 Introduction to Transfer Learning.mp4 50.7 MB
Chapter 16-Week 3 Working with Data/126 Day 20 Event Countdown Timer Dates --& Time.mp4 50.6 MB
Chapter 15-Week 2 Intermediate Python/118 Day 12 Temperature Converter Functions with Return Values.mp4 50.6 MB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/22 Day 4 Calculus for Machine Learning --(Integrals and Optimization--).mp4 50.4 MB
Chapter 15-Week 2 Intermediate Python/115 Day 9 Ingredient Checker Tuples --& Sets.mp4 50.4 MB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/43 Day 1 Introduction to Feature Engineering.mp4 49.9 MB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/52 Day 2 Bagging and Random Forests.mp4 49.6 MB
Chapter 21-Days 50 60 Intermediate Projects/162 Day 56 Personal Budget Planner.mp4 49.6 MB
Chapter 17-Week 4 Object Oriented Programming/131 Day 25 Animal Sound Simulator Polymorphism.mp4 49.1 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/186 Day 80 Fake News Detector.mp4 47.7 MB
Chapter 19-Week 6 Web Development with Python/144 Day 38 Contact Form App Forms --& User Input.mp4 47.7 MB
Chapter 8-Week 8 Model Tuning and Optimization/59 Day 1 Introduction to Hyperparameter Tuning.mp4 47.6 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/182 Day 76 Simple Recommendation System.mp4 47.4 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/168 Day 62 Automated Backup Tool.mp4 47.0 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/207 20 Deep Q-Networks --(DQN--) Implementation.mp4 46.8 MB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/25 Day 7 Math-Driven Mini Project â€“ Linear Regression from Scratch.mp4 46.4 MB
Chapter 8-Week 8 Model Tuning and Optimization/62 Day 4 Regularization Techniques for Model Optimization.mp4 45.9 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/167 Day 61 Social Media Scraper.mp4 45.7 MB
Chapter 15-Week 2 Intermediate Python/119 Day 13 Student Grade Manager List Comprehensions.mp4 45.7 MB
Chapter 8-Week 8 Model Tuning and Optimization/63 Day 5 Cross-Validation and Model Evaluation Techniques.mp4 44.9 MB
Chapter 14-Week 1 Python Basics/108 Day 2 Personalized Greeting Program Variables --& Data Types.mp4 44.6 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/183 Day 77 AI Chatbot with NLP.mp4 44.3 MB
Chapter 14-Week 1 Python Basics/109 Day 3 Simple Calculator User Input --& String Formatting.mp4 43.4 MB
Chapter 14-Week 1 Python Basics/110 Day 4 Number Comparison Tool If-Else Statements.mp4 41.8 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/178 Day 72 Text Sentiment Analyzer.mp4 41.1 MB
Chapter 14-Week 1 Python Basics/107 Day 1 Welcome Message Generator Print Statements --& Hello World.mp4 40.2 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/175 Day 69 Currency Converter.mp4 40.0 MB
Chapter 14-Week 1 Python Basics/111 Day 5 Countdown Timer Loops --(For --& While--).mp4 39.4 MB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/30 Day 4 Hypothesis Testing and P-Values.mp4 39.1 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/170 Day 64 PDF Merger Tool.mp4 38.0 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/214 27 Transformers Implementation.mp4 37.6 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/185 Day 79 Language Translator Tool.mp4 37.2 MB
Chapter 23-Days 71 80 AI and Machine Learning Projects/184 Day 78 Object Detection App.mp4 37.1 MB
Chapter 21-Days 50 60 Intermediate Projects/160 Day 54 Mini Chatbot.mp4 35.5 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/208 21 Policy Gradient Methods Implementation.mp4 35.2 MB
Chapter 22-Days 61 70 Advanced Intermediate Projects/172 Day 66 Flashcards Learning App.mp4 33.4 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/Additional_Files/Code_files.zip 30.4 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/206 19 Q-Learning Implementation.mp4 28.3 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/211 24 Convolutional Neural Networks --(CNNs--) Implementation.mp4 28.1 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/204 17Unsupervised Learning Algorithms Autoencoders Implementation.mp4 27.3 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/212 25 Recurrent Neural Networks --(RNNs--) Implementation.mp4 25.0 MB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/86 Day 4 Gated Recurrent Units --(GRUs--).mp4 24.6 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/190 3 Supervised Learning Algorithms Polynomial Regression Implementation.mp4 24.2 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/213 26 Long Short-Term Memory --(LSTM--) Implementation.mp4 24.0 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/205 18 Self-Training Implementation.mp4 22.2 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/188 1 Supervised Learning Algorithms Linear Regression Implementation.mp4 20.9 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/194 7 Supervised Learning Algorithms Decision Trees Implementation.mp4 20.4 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/196 9 Supervised Learning Algorithms Gradient Boosting Implementation.mp4 20.3 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/193 6 Supervised Learning Algorithms Support Vector Machines --(SVM--) Implementation.mp4 19.8 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/195 8 Supervised Learning Algorithms Random Forests Implementation.mp4 19.5 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/192 5 Supervised Learning Algorithms K-Nearest Neighbors --(KNN--) Implementation.mp4 19.2 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/197 10 Supervised Learning Algorithms Naive Bayes Implementation.mp4 19.2 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/191 4 Supervised Learning Algorithms Logistic Regression Implementation.mp4 19.2 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/203 16 Unsupervised Learning Algo t-Distributed Stochastic Neighbor Embedding.mp4 16.1 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/210 23 Isolation Forest Implementation.mp4 16.0 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/200 13 Unsupervised Learning Algorithms DBSCAN.mp4 15.4 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/201 14 Unsupervised Learning Algorithms Gaussian Mixture Models--(GMM--).mp4 15.2 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/199 12 Unsupervised Learning Algorithms Hierarchical Clustering Implementation.mp4 15.2 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/209 22 One-Class SVM Implementation.mp4 15.1 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/202 15 Unsupervised Learning Algorithms Principal Component Analysis --(PCA--).mp4 14.4 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/198 11 Unsupervised Learning Algorithms K-Means Clustering Implementation.mp4 13.6 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/187 Introduction to Machine Learning Algorithms and Implementation in Python.mp4 9.0 MB
Chapter 24-Machine Learning Algorithms and Implementation in Python/189 2 Supervised Learning Algorithms Ridge and Lasso Regression Implementation.mp4 8.0 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/Additional_Files/Python100Days_Code.zip 5.4 MB
Chapter 8-Week 8 Model Tuning and Optimization/58 Introduction to Week 8 Model Tuning and Optimization.mp4 2.6 MB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/82 Introduction to Week 11 Recurrent Neural Networks --(RNNs--) and Sequence Modeling.mp4 2.6 MB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/26 Introduction to Week 4 Probability and Statistics for Machine Learning.mp4 2.4 MB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/74 Introduction to Week 10 Convolutional Neural Networks --(CNNs--).mp4 2.4 MB
Chapter 12-Week 12 Transformers and Attention Mechanisms/90 Introduction to Week 12 Transformers and Attention Mechanisms.mp4 2.4 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/Additional_Files/AIBootcamp.pdf 2.4 MB
Chapter 5-Week 5 Introduction to Machine Learning/34 Introduction to Week 5 Introduction to Machine Learning.mp4 2.3 MB
Chapter 8-Week 8 Model Tuning and Optimization/66 Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.mp4 2.3 MB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/98 Introduction to Week 13 Transfer Learning and Fine-Tuning.mp4 2.2 MB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/18 Introduction to Week 3 Mathematics for Machine Learning.mp4 2.1 MB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/10 Introduction to Week 2 Data Science Essentials.mp4 2.1 MB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/42 Introduction to Week 6 Feature Engineering and Model Evaluation.mp4 2.0 MB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/50 Introduction to Week 7 Advanced Machine Learning Algorithms.mp4 1.9 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/1 Introduction to Week 1 Python Programming Basics.mp4 1.8 MB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/Additional_Files/Python100Days.pdf 524.2 KB
Chapter 14-Week 1 Python Basics/106 Learn Python from Scratch - Quick Tutorial.srt 62.0 KB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/88 Day 6 Sequence-to-Sequence Models and Applications.srt 58.6 KB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/8 Day 7 Pythonic Code and Project Work.srt 54.4 KB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/3 Day 2 Control Flow in Python.srt 47.9 KB
Chapter 19-Week 6 Web Development with Python/143 Day 37 Personal Blog Website Routes --& Templates.srt 46.4 KB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/83 Day 1 Introduction to Sequence Modeling and RNNs.srt 45.4 KB
Chapter 21-Days 50 60 Intermediate Projects/156 Day 50 Weather Dashboard App.srt 45.0 KB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/5 Day 4 Data Structures --(Lists, Tuples, Dictionaries, Sets--).srt 44.6 KB
Chapter 5-Week 5 Introduction to Machine Learning/37 Day 3 Advanced Regression Models â€“ Polynomial Regression and Regularization.srt 44.5 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/179 Day 73 Handwriting Digit Recognition.srt 38.7 KB
Chapter 18-Week 5 GUI Programming/138 Day 32 Drawing Pad App Canvas Widgets.srt 36.7 KB
Chapter 21-Days 50 60 Intermediate Projects/159 Day 53 Tic-Tac-Toe Game.srt 36.6 KB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/103 Day 5 Fine-Tuning Techniques in NLP.srt 36.6 KB
Chapter 20-Week 7 Data Science Basics/152 Day 46 Sales Report Analyzer Data Analysis.srt 36.4 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/177 Day 71 Spam Email Detector.srt 36.2 KB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/75 Day 1 Introduction to Convolutional Neural Networks.srt 36.0 KB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/100 Day 2 Transfer Learning in Computer Vision.srt 36.0 KB
Chapter 18-Week 5 GUI Programming/136 Day 30 Click Counter App Buttons --& Events.srt 35.9 KB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/72 Day 6 Building Neural Networks with PyTorch.srt 35.8 KB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/16 Day 6 Data Visualization with Matplotlib and Seaborn.srt 35.7 KB
Chapter 8-Week 8 Model Tuning and Optimization/61 Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.srt 35.7 KB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/81 Day 7 CNN Project â€“ Image Classification on Fashion MNIST or CIFAR-10.srt 35.6 KB
Chapter 17-Week 4 Object Oriented Programming/130 Day 24 Employee Management System Inheritance.srt 35.4 KB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/14 Day 4 Data Cleaning and Preparation with Pandas.srt 35.0 KB
Chapter 5-Week 5 Introduction to Machine Learning/41 Day 7 Supervised Learning Mini Project.srt 34.7 KB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/7 Day 6 File Handling.srt 34.1 KB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/6 Day 5 Working with Strings.srt 34.1 KB
Chapter 18-Week 5 GUI Programming/137 Day 31 BMI Calculator Input Fields.srt 33.9 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/171 Day 65 Portfolio Website Backend.srt 33.8 KB
Chapter 16-Week 3 Working with Data/127 Day 21 Wikipedia Article Scraper Web Scraping.srt 33.8 KB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/33 Day 7 Statistical Analysis Project â€“ Analyzing Real-World Data.srt 33.4 KB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/4 Day 3 Functions and Modules.srt 33.2 KB
Chapter 21-Days 50 60 Intermediate Projects/164 Day 58 Pomodoro Timer.srt 33.0 KB
Chapter 5-Week 5 Introduction to Machine Learning/38 Day 4 Introduction to Classification and Logistic Regression.srt 32.9 KB
Chapter 21-Days 50 60 Intermediate Projects/161 Day 55 Music Playlist Organizer.srt 32.8 KB
Chapter 15-Week 2 Intermediate Python/114 Day 8 Contact Book Dictionaries.srt 32.8 KB
Chapter 18-Week 5 GUI Programming/135 Day 29 Simple GUI App Tkinter Basics.srt 32.7 KB
Chapter 19-Week 6 Web Development with Python/142 Day 36 Hello Flask App Flask Basics.srt 32.6 KB
Chapter 17-Week 4 Object Oriented Programming/128 Day 22 Bank Account Simulator Classes --& Objects.srt 32.6 KB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/76 Day 2 Convolutional Layers and Filters.srt 32.5 KB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/77 Day 3 Pooling Layers and Dimensionality Reduction.srt 32.1 KB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/23 Day 5 Probability Theory and Distributions.srt 31.8 KB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/87 Day 5 Text Preprocessing and Word Embeddings for RNNs.srt 31.8 KB
Chapter 18-Week 5 GUI Programming/140 Day 34 To-Do List GUI Advanced Widgets.srt 31.7 KB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/11 Day 1 Introduction to NumPy for Numerical Computing.srt 31.3 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/176 Day 70 Data Visualizer App.srt 31.0 KB
Chapter 20-Week 7 Data Science Basics/155 Day 49 COVID-19 Dashboard Capstone Project.srt 30.8 KB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/17 Day 7 Exploratory Data Analysis --(EDA--) Project.srt 30.8 KB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/12 Day 2 Advanced NumPy Operations.srt 30.7 KB
Chapter 20-Week 7 Data Science Basics/153 Day 47 Temperature Plotter Plotting Trends.srt 30.6 KB
Chapter 19-Week 6 Web Development with Python/145 Day 39 User Registration App Database Integration.srt 30.5 KB
Chapter 21-Days 50 60 Intermediate Projects/166 Day 60 Personal Diary App.srt 30.2 KB
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/2 Day 1 Introduction to Python and Development Setup.srt 30.2 KB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/19 Day 1 Linear Algebra Fundamentals.srt 30.0 KB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/79 Day 5 Building CNN Architectures with PyTorch.srt 29.8 KB
Chapter 18-Week 5 GUI Programming/139 Day 33 Simple Login System Message Boxes.srt 29.8 KB
Chapter 19-Week 6 Web Development with Python/147 Day 41 Deploy Flask App Deployment.srt 29.7 KB
Chapter 20-Week 7 Data Science Basics/149 Day 43 Matrix Calculator NumPy.srt 29.6 KB
Chapter 12-Week 12 Transformers and Attention Mechanisms/96 Day 6 Advanced Transformers â€“ BERT Variants and GPT-3.srt 29.6 KB
Chapter 8-Week 8 Model Tuning and Optimization/65 Day 7 Optimization Project â€“ Building and Tuning a Final Model.srt 29.5 KB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/101 Day 3 Fine-Tuning Techniques in Computer Vision.srt 29.2 KB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/73 Day 7 Neural Network Project â€“ Image Classification on CIFAR-10.srt 28.9 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/181 Day 75 Face Detection App.srt 28.8 KB
Chapter 21-Days 50 60 Intermediate Projects/157 Day 51 Expense Tracker.srt 28.8 KB
Chapter 17-Week 4 Object Oriented Programming/132 Day 26 Secure User Profile App Encapsulation.srt 28.8 KB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/13 Day 3 Introduction to Pandas for Data Manipulation.srt 28.7 KB
Chapter 14-Week 1 Python Basics/113 Day 7 Shopping List App Lists.srt 28.6 KB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/57 Day 7 Ensemble Learning Project â€“ Comparing Models on a Real Dataset.srt 28.3 KB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/70 Day 4 Gradient Descent and Optimization Techniques.srt 28.3 KB
Chapter 16-Week 3 Working with Data/125 Day 19 Weather App using API APIs --(Basics--).srt 28.2 KB
Chapter 12-Week 12 Transformers and Attention Mechanisms/95 Day 5 Hands-On with Pre-Trained Transformers â€“ BERT and GPT.srt 28.1 KB
Chapter 20-Week 7 Data Science Basics/154 Day 48 Stock Price Tracker Data Scraping.srt 27.8 KB
Chapter 12-Week 12 Transformers and Attention Mechanisms/94 Day 4 Positional Encoding and Feed-Forward Networks.srt 27.7 KB
Chapter 15-Week 2 Intermediate Python/116 Day 10 Note-Taking App File Handling.srt 27.7 KB
Chapter 17-Week 4 Object Oriented Programming/133 Day 27 Inventory Management System Static --& Class Methods.srt 27.6 KB
Chapter 19-Week 6 Web Development with Python/146 Day 40 Mini Weather API REST APIs.srt 27.5 KB
Chapter 20-Week 7 Data Science Basics/151 Day 45 Graph Plotter Matplotlib.srt 27.5 KB
Chapter 20-Week 7 Data Science Basics/150 Day 44 Data Cleaner Pandas.srt 27.4 KB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/49 Day 7 Cross-Validation and Hyperparameter Tuning.srt 27.4 KB
Chapter 12-Week 12 Transformers and Attention Mechanisms/93 Day 3 Self-Attention and Multi-Head Attention in Transformers.srt 27.4 KB
Chapter 21-Days 50 60 Intermediate Projects/165 Day 59 Markdown to HTML Converter.srt 27.2 KB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/71 Day 5 Building Neural Networks with TensorFlow and Keras.srt 27.0 KB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/55 Day 5 LightGBM and CatBoost.srt 26.7 KB
Chapter 17-Week 4 Object Oriented Programming/129 Day 23 Library Management System Constructors --& Methods.srt 26.6 KB
Chapter 17-Week 4 Object Oriented Programming/134 Day 28 Mini ATM Machine Final OOP Project.srt 26.6 KB
Chapter 12-Week 12 Transformers and Attention Mechanisms/92 Day 2 Introduction to Transformers Architecture.srt 26.5 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/180 Day 74 Voice Assistant.srt 26.2 KB
Chapter 12-Week 12 Transformers and Attention Mechanisms/97 Day 7 Transformer Project â€“ Text Summarization or Translation.srt 26.0 KB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/20 Day 2 Advanced Linear Algebra Concepts.srt 25.8 KB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/105 Day 7 Transfer Learning Project â€“ Fine-Tuning for a Custom Task.srt 25.8 KB
Chapter 16-Week 3 Working with Data/124 Day 18 Mini To-Do App JSON Files.srt 25.7 KB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/54 Day 4 Introduction to XGBoost.srt 25.6 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/169 Day 63 Movie Recommendation System.srt 25.5 KB
Chapter 19-Week 6 Web Development with Python/148 Day 42 Portfolio Website Flask Capstone.srt 25.4 KB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/89 Day 7 RNN Project â€“ Text Generation or Sentiment Analysis.srt 25.3 KB
Chapter 15-Week 2 Intermediate Python/117 Day 11 Safe Calculator Exception Handling.srt 25.2 KB
Chapter 15-Week 2 Intermediate Python/120 Day 14 Random Password Generator Modules --& Libraries.srt 25.1 KB
Chapter 14-Week 1 Python Basics/112 Day 6 Basic Math Quiz Game Functions.srt 24.9 KB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/24 Day 6 Statistics Fundamentals.srt 24.9 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/173 Day 67 Stock Market Dashboard.srt 24.8 KB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/21 Day 3 Calculus for Machine Learning --(Derivatives--).srt 24.8 KB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/102 Day 4 Transfer Learning in NLP.srt 24.7 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/174 Day 68 Task Scheduler.srt 24.5 KB
Chapter 8-Week 8 Model Tuning and Optimization/64 Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.srt 24.5 KB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/31 Day 5 Types of Hypothesis Tests.srt 24.5 KB
Chapter 15-Week 2 Intermediate Python/115 Day 9 Ingredient Checker Tuples --& Sets.srt 23.9 KB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/32 Day 6 Correlation and Regression Analysis.srt 23.7 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/182 Day 76 Simple Recommendation System.srt 23.6 KB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/80 Day 6 Regularization and Data Augmentation for CNNs.srt 23.6 KB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/27 Day 1 Probability Theory and Random Variables.srt 23.4 KB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/47 Day 5 Creating and Transforming Features.srt 23.3 KB
Chapter 16-Week 3 Working with Data/123 Day 17 Student Report Generator CSV Files.srt 23.0 KB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/56 Day 6 Handling Imbalanced Data.srt 23.0 KB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/45 Day 3 Encoding Categorical Variables.srt 22.9 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/186 Day 80 Fake News Detector.srt 22.9 KB
Chapter 21-Days 50 60 Intermediate Projects/163 Day 57 ASCII Art Generator.srt 22.9 KB
Chapter 5-Week 5 Introduction to Machine Learning/40 Day 6 k-Nearest Neighbors --(k-NN--) Algorithm.srt 22.8 KB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/99 Day 1 Introduction to Transfer Learning.srt 22.8 KB
Chapter 16-Week 3 Working with Data/122 Day 16 Daily Journal Logger Writing Files.srt 22.7 KB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/67 Day 1 Introduction to Deep Learning and Neural Networks.srt 22.6 KB
Chapter 19-Week 6 Web Development with Python/144 Day 38 Contact Form App Forms --& User Input.srt 22.6 KB
Chapter 16-Week 3 Working with Data/121 Day 15 Recipe Viewer App Reading Files.srt 22.5 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/168 Day 62 Automated Backup Tool.srt 22.5 KB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/78 Day 4 Building CNN Architectures with Keras and TensorFlow.srt 22.4 KB
Chapter 5-Week 5 Introduction to Machine Learning/35 Day 1 Machine Learning Basics and Terminology.srt 22.3 KB
Chapter 21-Days 50 60 Intermediate Projects/162 Day 56 Personal Budget Planner.srt 22.3 KB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/28 Day 2 Probability Distributions in Machine Learning.srt 22.2 KB
Chapter 17-Week 4 Object Oriented Programming/131 Day 25 Animal Sound Simulator Polymorphism.srt 22.2 KB
Chapter 15-Week 2 Intermediate Python/118 Day 12 Temperature Converter Functions with Return Values.srt 22.1 KB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/53 Day 3 Boosting and Gradient Boosting.srt 21.8 KB
Chapter 16-Week 3 Working with Data/126 Day 20 Event Countdown Timer Dates --& Time.srt 21.8 KB
Chapter 5-Week 5 Introduction to Machine Learning/39 Day 5 Model Evaluation and Cross-Validation.srt 21.7 KB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/104 Day 6 Domain Adaptation and Transfer Learning Challenges.srt 21.6 KB
Chapter 8-Week 8 Model Tuning and Optimization/60 Day 2 Grid Search and Random Search.srt 21.6 KB
Chapter 5-Week 5 Introduction to Machine Learning/36 Day 2 Introduction to Supervised Learning and Regression Models.srt 21.6 KB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/44 Day 2 Data Scaling and Normalization.srt 21.6 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/207 20 Deep Q-Networks --(DQN--) Implementation.srt 21.2 KB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/43 Day 1 Introduction to Feature Engineering.srt 21.1 KB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/46 Day 4 Feature Selection Techniques.srt 20.9 KB
Chapter 6-Week 6 Feature Engineering and Model Evaluation/48 Day 6 Model Evaluation Techniques.srt 20.9 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/183 Day 77 AI Chatbot with NLP.srt 20.8 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/167 Day 61 Social Media Scraper.srt 20.8 KB
Chapter 14-Week 1 Python Basics/108 Day 2 Personalized Greeting Program Variables --& Data Types.srt 20.6 KB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/51 Day 1 Introduction to Ensemble Learning.srt 20.6 KB
Chapter 12-Week 12 Transformers and Attention Mechanisms/91 Day 1 Introduction to Attention Mechanisms.srt 20.2 KB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/29 Day 3 Statistical Inference - Estimation and Confidence Intervals.srt 20.0 KB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/15 Day 5 Data Aggregation and Grouping in Pandas.srt 19.9 KB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/85 Day 3 Long Short-Term Memory --(LSTM--) Networks.srt 19.9 KB
Chapter 15-Week 2 Intermediate Python/119 Day 13 Student Grade Manager List Comprehensions.srt 19.9 KB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/52 Day 2 Bagging and Random Forests.srt 19.7 KB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/68 Day 2 Forward Propagation and Activation Functions.srt 19.6 KB
Chapter 21-Days 50 60 Intermediate Projects/158 Day 52 File Organizer Tool.srt 19.4 KB
Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/69 Day 3 Loss Functions and Backpropagation.srt 19.4 KB
Chapter 8-Week 8 Model Tuning and Optimization/59 Day 1 Introduction to Hyperparameter Tuning.srt 19.1 KB
Chapter 14-Week 1 Python Basics/107 Day 1 Welcome Message Generator Print Statements --& Hello World.srt 19.1 KB
Chapter 14-Week 1 Python Basics/109 Day 3 Simple Calculator User Input --& String Formatting.srt 18.9 KB
Chapter 14-Week 1 Python Basics/110 Day 4 Number Comparison Tool If-Else Statements.srt 18.7 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/175 Day 69 Currency Converter.srt 18.6 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/178 Day 72 Text Sentiment Analyzer.srt 18.6 KB
Chapter 14-Week 1 Python Basics/111 Day 5 Countdown Timer Loops --(For --& While--).srt 18.4 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/185 Day 79 Language Translator Tool.srt 18.3 KB
Chapter 21-Days 50 60 Intermediate Projects/160 Day 54 Mini Chatbot.srt 18.1 KB
Chapter 8-Week 8 Model Tuning and Optimization/62 Day 4 Regularization Techniques for Model Optimization.srt 17.7 KB
Chapter 8-Week 8 Model Tuning and Optimization/63 Day 5 Cross-Validation and Model Evaluation Techniques.srt 17.6 KB
Chapter 23-Days 71 80 AI and Machine Learning Projects/184 Day 78 Object Detection App.srt 17.1 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/170 Day 64 PDF Merger Tool.srt 16.8 KB
Chapter 22-Days 61 70 Advanced Intermediate Projects/172 Day 66 Flashcards Learning App.srt 16.4 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/214 27 Transformers Implementation.srt 15.8 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/208 21 Policy Gradient Methods Implementation.srt 15.3 KB
Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/30 Day 4 Hypothesis Testing and P-Values.srt 14.7 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/206 19 Q-Learning Implementation.srt 12.9 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/211 24 Convolutional Neural Networks --(CNNs--) Implementation.srt 12.0 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/204 17Unsupervised Learning Algorithms Autoencoders Implementation.srt 12.0 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/212 25 Recurrent Neural Networks --(RNNs--) Implementation.srt 11.4 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/213 26 Long Short-Term Memory --(LSTM--) Implementation.srt 11.0 KB
Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/86 Day 4 Gated Recurrent Units --(GRUs--).srt 9.8 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/205 18 Self-Training Implementation.srt 9.8 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/194 7 Supervised Learning Algorithms Decision Trees Implementation.srt 9.4 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/196 9 Supervised Learning Algorithms Gradient Boosting Implementation.srt 9.1 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/188 1 Supervised Learning Algorithms Linear Regression Implementation.srt 9.1 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/195 8 Supervised Learning Algorithms Random Forests Implementation.srt 8.8 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/197 10 Supervised Learning Algorithms Naive Bayes Implementation.srt 8.7 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/210 23 Isolation Forest Implementation.srt 7.7 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/200 13 Unsupervised Learning Algorithms DBSCAN.srt 7.1 KB
Chapter 24-Machine Learning Algorithms and Implementation in Python/209 22 One-Class SVM Implementation.srt 6.9 KB
Chapter 18-Week 5 GUI Programming/141 Day 35 Expense Tracker App GUI Capstone.srt 4.9 KB
Chapter 8-Week 8 Model Tuning and Optimization/66 Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.srt 1.2 KB
Chapter 8-Week 8 Model Tuning and Optimization/58 Introduction to Week 8 Model Tuning and Optimization.srt 1.2 KB
Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/74 Introduction to Week 10 Convolutional Neural Networks --(CNNs--).srt 1.2 KB
Chapter 12-Week 12 Transformers and Attention Mechanisms/90 Introduction to Week 12 Transformers and Attention Mechanisms.srt 1.2 KB
Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/18 Introduction to Week 3 Mathematics for Machine Learning.srt 1.1 KB
Chapter 5-Week 5 Introduction to Machine Learning/34 Introduction to Week 5 Introduction to Machine Learning.srt 1.1 KB
Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/10 Introduction to Week 2 Data Science Essentials.srt 1.1 KB
Chapter 13-Week 13 Transfer Learning and Fine Tuning/98 Introduction to Week 13 Transfer Learning and Fine-Tuning.srt 1.0 KB
Chapter 7-Week 7 Advanced Machine Learning Algorithms/50 Introduction to Week 7 Advanced Machine Learning Algorithms.srt 981 bytes
Chapter 6-Week 6 Feature Engineering and Model Evaluation/42 Introduction to Week 6 Feature Engineering and Model Evaluation.srt 962 bytes
Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/1 Introduction to Week 1 Python Programming Basics.srt 889 bytes

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