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种子名称： Udemy AI and Python Development Megaclass 300 plus Hands on Projects
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文件数目： 213个文件
文件大小： 11.62 GB
收录时间： 2025-12-12 01:46
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Udemy AI and Python Development Megaclass 300 plus Hands on Projects.torrent

Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/88 Day 6 Sequence-to-Sequence Models and Applications.mp4149.74MB

Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/2 Day 1 Introduction to Python and Development Setup.mp471.55MB

Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/3 Day 2 Control Flow in Python.mp4113.9MB

Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/4 Day 3 Functions and Modules.mp480.8MB

Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/5 Day 4 Data Structures --(Lists, Tuples, Dictionaries, Sets--).mp4106.12MB

Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/6 Day 5 Working with Strings.mp482.39MB

Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/7 Day 6 File Handling.mp478.44MB

Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/8 Day 7 Pythonic Code and Project Work.mp4137.61MB

Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/10 Introduction to Week 2 Data Science Essentials.mp42.09MB

Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/11 Day 1 Introduction to NumPy for Numerical Computing.mp479.69MB

Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/12 Day 2 Advanced NumPy Operations.mp474.61MB

Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/13 Day 3 Introduction to Pandas for Data Manipulation.mp468.52MB

Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/14 Day 4 Data Cleaning and Preparation with Pandas.mp483.52MB

Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/15 Day 5 Data Aggregation and Grouping in Pandas.mp452.1MB

Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/16 Day 6 Data Visualization with Matplotlib and Seaborn.mp494.33MB

Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/17 Day 7 Exploratory Data Analysis --(EDA--) Project.mp479.29MB

Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/18 Introduction to Week 3 Mathematics for Machine Learning.mp42.11MB

Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/19 Day 1 Linear Algebra Fundamentals.mp474.88MB

Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/20 Day 2 Advanced Linear Algebra Concepts.mp468.59MB

Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/21 Day 3 Calculus for Machine Learning --(Derivatives--).mp463.26MB

Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/22 Day 4 Calculus for Machine Learning --(Integrals and Optimization--).mp450.37MB

Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/23 Day 5 Probability Theory and Distributions.mp488.3MB

Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/24 Day 6 Statistics Fundamentals.mp466.83MB

Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/25 Day 7 Math-Driven Mini Project – Linear Regression from Scratch.mp446.36MB

Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/26 Introduction to Week 4 Probability and Statistics for Machine Learning.mp42.41MB

Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/27 Day 1 Probability Theory and Random Variables.mp464.65MB

Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/28 Day 2 Probability Distributions in Machine Learning.mp459.53MB

Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/29 Day 3 Statistical Inference - Estimation and Confidence Intervals.mp454.27MB

Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/30 Day 4 Hypothesis Testing and P-Values.mp439.12MB

Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/31 Day 5 Types of Hypothesis Tests.mp465.01MB

Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/32 Day 6 Correlation and Regression Analysis.mp460.48MB

Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/33 Day 7 Statistical Analysis Project – Analyzing Real-World Data.mp485.2MB

Chapter 5-Week 5 Introduction to Machine Learning/34 Introduction to Week 5 Introduction to Machine Learning.mp42.29MB

Chapter 5-Week 5 Introduction to Machine Learning/35 Day 1 Machine Learning Basics and Terminology.mp451.36MB

Chapter 5-Week 5 Introduction to Machine Learning/36 Day 2 Introduction to Supervised Learning and Regression Models.mp452.76MB

Chapter 5-Week 5 Introduction to Machine Learning/37 Day 3 Advanced Regression Models – Polynomial Regression and Regularization.mp4122.47MB

Chapter 5-Week 5 Introduction to Machine Learning/38 Day 4 Introduction to Classification and Logistic Regression.mp484.5MB

Chapter 5-Week 5 Introduction to Machine Learning/39 Day 5 Model Evaluation and Cross-Validation.mp455.39MB

Chapter 5-Week 5 Introduction to Machine Learning/40 Day 6 k-Nearest Neighbors --(k-NN--) Algorithm.mp460.03MB

Chapter 5-Week 5 Introduction to Machine Learning/41 Day 7 Supervised Learning Mini Project.mp486.7MB

Chapter 6-Week 6 Feature Engineering and Model Evaluation/42 Introduction to Week 6 Feature Engineering and Model Evaluation.mp42.03MB

Chapter 6-Week 6 Feature Engineering and Model Evaluation/43 Day 1 Introduction to Feature Engineering.mp449.86MB

Chapter 6-Week 6 Feature Engineering and Model Evaluation/44 Day 2 Data Scaling and Normalization.mp456.29MB

Chapter 6-Week 6 Feature Engineering and Model Evaluation/45 Day 3 Encoding Categorical Variables.mp457.98MB

Chapter 6-Week 6 Feature Engineering and Model Evaluation/46 Day 4 Feature Selection Techniques.mp456.51MB

Chapter 6-Week 6 Feature Engineering and Model Evaluation/47 Day 5 Creating and Transforming Features.mp462.88MB

Chapter 6-Week 6 Feature Engineering and Model Evaluation/48 Day 6 Model Evaluation Techniques.mp454.69MB

Chapter 6-Week 6 Feature Engineering and Model Evaluation/49 Day 7 Cross-Validation and Hyperparameter Tuning.mp469.27MB

Chapter 7-Week 7 Advanced Machine Learning Algorithms/50 Introduction to Week 7 Advanced Machine Learning Algorithms.mp41.94MB

Chapter 7-Week 7 Advanced Machine Learning Algorithms/51 Day 1 Introduction to Ensemble Learning.mp452.3MB

Chapter 7-Week 7 Advanced Machine Learning Algorithms/52 Day 2 Bagging and Random Forests.mp449.62MB

Chapter 7-Week 7 Advanced Machine Learning Algorithms/53 Day 3 Boosting and Gradient Boosting.mp455.79MB

Chapter 7-Week 7 Advanced Machine Learning Algorithms/54 Day 4 Introduction to XGBoost.mp467.7MB

Chapter 7-Week 7 Advanced Machine Learning Algorithms/55 Day 5 LightGBM and CatBoost.mp470.15MB

Chapter 7-Week 7 Advanced Machine Learning Algorithms/56 Day 6 Handling Imbalanced Data.mp457.72MB

Chapter 7-Week 7 Advanced Machine Learning Algorithms/57 Day 7 Ensemble Learning Project – Comparing Models on a Real Dataset.mp478.11MB

Chapter 8-Week 8 Model Tuning and Optimization/58 Introduction to Week 8 Model Tuning and Optimization.mp42.61MB

Chapter 8-Week 8 Model Tuning and Optimization/59 Day 1 Introduction to Hyperparameter Tuning.mp447.57MB

Chapter 8-Week 8 Model Tuning and Optimization/60 Day 2 Grid Search and Random Search.mp455.72MB

Chapter 8-Week 8 Model Tuning and Optimization/61 Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp493.35MB

Chapter 8-Week 8 Model Tuning and Optimization/62 Day 4 Regularization Techniques for Model Optimization.mp445.88MB

Chapter 8-Week 8 Model Tuning and Optimization/63 Day 5 Cross-Validation and Model Evaluation Techniques.mp444.91MB

Chapter 8-Week 8 Model Tuning and Optimization/64 Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp467.51MB

Chapter 8-Week 8 Model Tuning and Optimization/65 Day 7 Optimization Project – Building and Tuning a Final Model.mp478.79MB

Chapter 8-Week 8 Model Tuning and Optimization/66 Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.mp42.28MB

Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/67 Day 1 Introduction to Deep Learning and Neural Networks.mp456.03MB

Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/68 Day 2 Forward Propagation and Activation Functions.mp451.05MB

Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/69 Day 3 Loss Functions and Backpropagation.mp453.63MB

Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/70 Day 4 Gradient Descent and Optimization Techniques.mp475.85MB

Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/71 Day 5 Building Neural Networks with TensorFlow and Keras.mp467.35MB

Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/72 Day 6 Building Neural Networks with PyTorch.mp492.49MB

Chapter 9-Week 9 Neural Networks and Deep Learning Fundamentals/73 Day 7 Neural Network Project – Image Classification on CIFAR-10.mp477.16MB

Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/74 Introduction to Week 10 Convolutional Neural Networks --(CNNs--).mp42.41MB

Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/75 Day 1 Introduction to Convolutional Neural Networks.mp491.5MB

Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/76 Day 2 Convolutional Layers and Filters.mp482.7MB

Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/77 Day 3 Pooling Layers and Dimensionality Reduction.mp483.47MB

Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/78 Day 4 Building CNN Architectures with Keras and TensorFlow.mp461.96MB

Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/79 Day 5 Building CNN Architectures with PyTorch.mp477.81MB

Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/80 Day 6 Regularization and Data Augmentation for CNNs.mp465.12MB

Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/81 Day 7 CNN Project – Image Classification on Fashion MNIST or CIFAR-10.mp495.97MB

Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/82 Introduction to Week 11 Recurrent Neural Networks --(RNNs--) and Sequence Modeling.mp42.59MB

Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/83 Day 1 Introduction to Sequence Modeling and RNNs.mp4116.27MB

Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/84 Day 2 Understanding RNN Architecture and Backpropagation Through Time --(BPTT--).mp475.04MB

Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/85 Day 3 Long Short-Term Memory --(LSTM--) Networks.mp452.51MB

Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/86 Day 4 Gated Recurrent Units --(GRUs--).mp424.55MB

Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/87 Day 5 Text Preprocessing and Word Embeddings for RNNs.mp483.38MB

Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/1 Introduction to Week 1 Python Programming Basics.mp41.8MB

Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/89 Day 7 RNN Project – Text Generation or Sentiment Analysis.mp462.69MB

Chapter 12-Week 12 Transformers and Attention Mechanisms/90 Introduction to Week 12 Transformers and Attention Mechanisms.mp42.39MB

Chapter 12-Week 12 Transformers and Attention Mechanisms/91 Day 1 Introduction to Attention Mechanisms.mp452.96MB

Chapter 12-Week 12 Transformers and Attention Mechanisms/92 Day 2 Introduction to Transformers Architecture.mp463.57MB

Chapter 12-Week 12 Transformers and Attention Mechanisms/93 Day 3 Self-Attention and Multi-Head Attention in Transformers.mp473.29MB

Chapter 12-Week 12 Transformers and Attention Mechanisms/94 Day 4 Positional Encoding and Feed-Forward Networks.mp470.73MB

Chapter 12-Week 12 Transformers and Attention Mechanisms/95 Day 5 Hands-On with Pre-Trained Transformers – BERT and GPT.mp468.4MB

Chapter 12-Week 12 Transformers and Attention Mechanisms/96 Day 6 Advanced Transformers – BERT Variants and GPT-3.mp471.75MB

Chapter 12-Week 12 Transformers and Attention Mechanisms/97 Day 7 Transformer Project – Text Summarization or Translation.mp463.95MB

Chapter 13-Week 13 Transfer Learning and Fine Tuning/98 Introduction to Week 13 Transfer Learning and Fine-Tuning.mp42.18MB

Chapter 13-Week 13 Transfer Learning and Fine Tuning/99 Day 1 Introduction to Transfer Learning.mp450.75MB

Chapter 13-Week 13 Transfer Learning and Fine Tuning/100 Day 2 Transfer Learning in Computer Vision.mp492.28MB

Chapter 13-Week 13 Transfer Learning and Fine Tuning/101 Day 3 Fine-Tuning Techniques in Computer Vision.mp475.96MB

Chapter 13-Week 13 Transfer Learning and Fine Tuning/102 Day 4 Transfer Learning in NLP.mp458.67MB

Chapter 13-Week 13 Transfer Learning and Fine Tuning/103 Day 5 Fine-Tuning Techniques in NLP.mp490.37MB

Chapter 13-Week 13 Transfer Learning and Fine Tuning/104 Day 6 Domain Adaptation and Transfer Learning Challenges.mp451.42MB

Chapter 13-Week 13 Transfer Learning and Fine Tuning/105 Day 7 Transfer Learning Project – Fine-Tuning for a Custom Task.mp463.37MB

Chapter 14-Week 1 Python Basics/106 Learn Python from Scratch - Quick Tutorial.mp4133.48MB

Chapter 14-Week 1 Python Basics/107 Day 1 Welcome Message Generator Print Statements --& Hello World.mp440.23MB

Chapter 14-Week 1 Python Basics/108 Day 2 Personalized Greeting Program Variables --& Data Types.mp444.64MB

Chapter 14-Week 1 Python Basics/109 Day 3 Simple Calculator User Input --& String Formatting.mp443.38MB

Chapter 14-Week 1 Python Basics/110 Day 4 Number Comparison Tool If-Else Statements.mp441.77MB

Chapter 14-Week 1 Python Basics/111 Day 5 Countdown Timer Loops --(For --& While--).mp439.43MB

Chapter 14-Week 1 Python Basics/112 Day 6 Basic Math Quiz Game Functions.mp453.6MB

Chapter 14-Week 1 Python Basics/113 Day 7 Shopping List App Lists.mp461.33MB

Chapter 15-Week 2 Intermediate Python/114 Day 8 Contact Book Dictionaries.mp470.51MB

Chapter 15-Week 2 Intermediate Python/115 Day 9 Ingredient Checker Tuples --& Sets.mp450.36MB

Chapter 15-Week 2 Intermediate Python/116 Day 10 Note-Taking App File Handling.mp457.79MB

Chapter 15-Week 2 Intermediate Python/117 Day 11 Safe Calculator Exception Handling.mp453.02MB

Chapter 15-Week 2 Intermediate Python/118 Day 12 Temperature Converter Functions with Return Values.mp450.62MB

Chapter 15-Week 2 Intermediate Python/119 Day 13 Student Grade Manager List Comprehensions.mp445.7MB

Chapter 15-Week 2 Intermediate Python/120 Day 14 Random Password Generator Modules --& Libraries.mp453.66MB

Chapter 16-Week 3 Working with Data/121 Day 15 Recipe Viewer App Reading Files.mp453.28MB

Chapter 16-Week 3 Working with Data/122 Day 16 Daily Journal Logger Writing Files.mp452.31MB

Chapter 16-Week 3 Working with Data/123 Day 17 Student Report Generator CSV Files.mp452.45MB

Chapter 16-Week 3 Working with Data/124 Day 18 Mini To-Do App JSON Files.mp460.83MB

Chapter 16-Week 3 Working with Data/125 Day 19 Weather App using API APIs --(Basics--).mp462.68MB

Chapter 16-Week 3 Working with Data/126 Day 20 Event Countdown Timer Dates --& Time.mp450.64MB

Chapter 16-Week 3 Working with Data/127 Day 21 Wikipedia Article Scraper Web Scraping.mp475.51MB

Chapter 17-Week 4 Object Oriented Programming/128 Day 22 Bank Account Simulator Classes --& Objects.mp468.06MB

Chapter 17-Week 4 Object Oriented Programming/129 Day 23 Library Management System Constructors --& Methods.mp459.04MB

Chapter 17-Week 4 Object Oriented Programming/130 Day 24 Employee Management System Inheritance.mp479.88MB

Chapter 17-Week 4 Object Oriented Programming/131 Day 25 Animal Sound Simulator Polymorphism.mp449.07MB

Chapter 17-Week 4 Object Oriented Programming/132 Day 26 Secure User Profile App Encapsulation.mp462.31MB

Chapter 17-Week 4 Object Oriented Programming/133 Day 27 Inventory Management System Static --& Class Methods.mp457.49MB

Chapter 17-Week 4 Object Oriented Programming/134 Day 28 Mini ATM Machine Final OOP Project.mp457.83MB

Chapter 18-Week 5 GUI Programming/135 Day 29 Simple GUI App Tkinter Basics.mp466.33MB

Chapter 18-Week 5 GUI Programming/136 Day 30 Click Counter App Buttons --& Events.mp470.9MB

Chapter 18-Week 5 GUI Programming/137 Day 31 BMI Calculator Input Fields.mp470.86MB

Chapter 18-Week 5 GUI Programming/138 Day 32 Drawing Pad App Canvas Widgets.mp473.85MB

Chapter 18-Week 5 GUI Programming/139 Day 33 Simple Login System Message Boxes.mp460.8MB

Chapter 18-Week 5 GUI Programming/140 Day 34 To-Do List GUI Advanced Widgets.mp464.89MB

Chapter 18-Week 5 GUI Programming/141 Day 35 Expense Tracker App GUI Capstone.mp470.85MB

Chapter 19-Week 6 Web Development with Python/142 Day 36 Hello Flask App Flask Basics.mp469.58MB

Chapter 19-Week 6 Web Development with Python/143 Day 37 Personal Blog Website Routes --& Templates.mp499.87MB

Chapter 19-Week 6 Web Development with Python/144 Day 38 Contact Form App Forms --& User Input.mp447.66MB

Chapter 19-Week 6 Web Development with Python/145 Day 39 User Registration App Database Integration.mp465.7MB

Chapter 19-Week 6 Web Development with Python/146 Day 40 Mini Weather API REST APIs.mp462.12MB

Chapter 19-Week 6 Web Development with Python/147 Day 41 Deploy Flask App Deployment.mp465.72MB

Chapter 19-Week 6 Web Development with Python/148 Day 42 Portfolio Website Flask Capstone.mp455.19MB

Chapter 20-Week 7 Data Science Basics/149 Day 43 Matrix Calculator NumPy.mp464.61MB

Chapter 20-Week 7 Data Science Basics/150 Day 44 Data Cleaner Pandas.mp458.91MB

Chapter 20-Week 7 Data Science Basics/151 Day 45 Graph Plotter Matplotlib.mp462.52MB

Chapter 20-Week 7 Data Science Basics/152 Day 46 Sales Report Analyzer Data Analysis.mp483.18MB

Chapter 20-Week 7 Data Science Basics/153 Day 47 Temperature Plotter Plotting Trends.mp462.06MB

Chapter 20-Week 7 Data Science Basics/154 Day 48 Stock Price Tracker Data Scraping.mp460.2MB

Chapter 20-Week 7 Data Science Basics/155 Day 49 COVID-19 Dashboard Capstone Project.mp466.01MB

Chapter 21-Days 50 60 Intermediate Projects/156 Day 50 Weather Dashboard App.mp499.82MB

Chapter 21-Days 50 60 Intermediate Projects/157 Day 51 Expense Tracker.mp464.14MB

Chapter 21-Days 50 60 Intermediate Projects/158 Day 52 File Organizer Tool.mp459.48MB

Chapter 21-Days 50 60 Intermediate Projects/159 Day 53 Tic-Tac-Toe Game.mp486.96MB

Chapter 21-Days 50 60 Intermediate Projects/160 Day 54 Mini Chatbot.mp435.51MB

Chapter 21-Days 50 60 Intermediate Projects/161 Day 55 Music Playlist Organizer.mp470.47MB

Chapter 21-Days 50 60 Intermediate Projects/162 Day 56 Personal Budget Planner.mp449.56MB

Chapter 21-Days 50 60 Intermediate Projects/163 Day 57 ASCII Art Generator.mp453.2MB

Chapter 21-Days 50 60 Intermediate Projects/164 Day 58 Pomodoro Timer.mp475.74MB

Chapter 21-Days 50 60 Intermediate Projects/165 Day 59 Markdown to HTML Converter.mp459.54MB

Chapter 21-Days 50 60 Intermediate Projects/166 Day 60 Personal Diary App.mp464.18MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/167 Day 61 Social Media Scraper.mp445.73MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/168 Day 62 Automated Backup Tool.mp446.98MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/169 Day 63 Movie Recommendation System.mp455.9MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/170 Day 64 PDF Merger Tool.mp437.95MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/171 Day 65 Portfolio Website Backend.mp473.49MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/172 Day 66 Flashcards Learning App.mp433.41MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/173 Day 67 Stock Market Dashboard.mp455.09MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/174 Day 68 Task Scheduler.mp451.47MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/175 Day 69 Currency Converter.mp439.95MB

Chapter 22-Days 61 70 Advanced Intermediate Projects/176 Day 70 Data Visualizer App.mp462.5MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/177 Day 71 Spam Email Detector.mp479.74MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/178 Day 72 Text Sentiment Analyzer.mp441.12MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/179 Day 73 Handwriting Digit Recognition.mp487.76MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/180 Day 74 Voice Assistant.mp460.81MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/181 Day 75 Face Detection App.mp465MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/182 Day 76 Simple Recommendation System.mp447.41MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/183 Day 77 AI Chatbot with NLP.mp444.25MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/184 Day 78 Object Detection App.mp437.14MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/185 Day 79 Language Translator Tool.mp437.21MB

Chapter 23-Days 71 80 AI and Machine Learning Projects/186 Day 80 Fake News Detector.mp447.75MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/187 Introduction to Machine Learning Algorithms and Implementation in Python.mp49.03MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/188 1 Supervised Learning Algorithms Linear Regression Implementation.mp420.92MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/189 2 Supervised Learning Algorithms Ridge and Lasso Regression Implementation.mp48.02MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/190 3 Supervised Learning Algorithms Polynomial Regression Implementation.mp424.18MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/191 4 Supervised Learning Algorithms Logistic Regression Implementation.mp419.15MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/192 5 Supervised Learning Algorithms K-Nearest Neighbors --(KNN--) Implementation.mp419.23MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/193 6 Supervised Learning Algorithms Support Vector Machines --(SVM--) Implementation.mp419.79MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/194 7 Supervised Learning Algorithms Decision Trees Implementation.mp420.39MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/195 8 Supervised Learning Algorithms Random Forests Implementation.mp419.52MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/196 9 Supervised Learning Algorithms Gradient Boosting Implementation.mp420.31MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/197 10 Supervised Learning Algorithms Naive Bayes Implementation.mp419.17MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/198 11 Unsupervised Learning Algorithms K-Means Clustering Implementation.mp413.64MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/199 12 Unsupervised Learning Algorithms Hierarchical Clustering Implementation.mp415.22MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/200 13 Unsupervised Learning Algorithms DBSCAN.mp415.42MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/201 14 Unsupervised Learning Algorithms Gaussian Mixture Models--(GMM--).mp415.23MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/202 15 Unsupervised Learning Algorithms Principal Component Analysis --(PCA--).mp414.41MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/203 16 Unsupervised Learning Algo t-Distributed Stochastic Neighbor Embedding.mp416.1MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/204 17Unsupervised Learning Algorithms Autoencoders Implementation.mp427.29MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/205 18 Self-Training Implementation.mp422.21MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/206 19 Q-Learning Implementation.mp428.31MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/207 20 Deep Q-Networks --(DQN--) Implementation.mp446.82MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/208 21 Policy Gradient Methods Implementation.mp435.24MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/209 22 One-Class SVM Implementation.mp415.14MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/210 23 Isolation Forest Implementation.mp416.04MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/211 24 Convolutional Neural Networks --(CNNs--) Implementation.mp428.13MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/212 25 Recurrent Neural Networks --(RNNs--) Implementation.mp424.97MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/213 26 Long Short-Term Memory --(LSTM--) Implementation.mp424.03MB

Chapter 24-Machine Learning Algorithms and Implementation in Python/214 27 Transformers Implementation.mp437.59MB