Udemy AI and Python Development Megaclass 300 Plus Hands on Projects
File List
| File | Size |
|---|---|
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 11-Week 11 Recurrent Neural Networks (RNNs) and Sequence Modeling/88 Day 6 Sequence-to-Sequence Models and Applications.mp4 | 149.74 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/1 Introduction to Week 1 Python Programming Basics.srt | 889 B |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/2 Day 1 Introduction to Python and Development Setup.mp4 | 71.55 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/2 Day 1 Introduction to Python and Development Setup.srt | 30.17 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/3 Day 2 Control Flow in Python.mp4 | 113.9 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/3 Day 2 Control Flow in Python.srt | 47.87 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/4 Day 3 Functions and Modules.mp4 | 80.8 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/4 Day 3 Functions and Modules.srt | 33.22 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/5 Day 4 Data Structures --(Lists, Tuples, Dictionaries, Sets--).mp4 | 106.12 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/5 Day 4 Data Structures --(Lists, Tuples, Dictionaries, Sets--).srt | 44.63 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/6 Day 5 Working with Strings.mp4 | 82.39 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/6 Day 5 Working with Strings.srt | 34.06 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/7 Day 6 File Handling.mp4 | 78.44 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/7 Day 6 File Handling.srt | 34.07 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/8 Day 7 Pythonic Code and Project Work.mp4 | 137.61 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/8 Day 7 Pythonic Code and Project Work.srt | 54.44 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/Additional_Files/AIBootcamp.pdf | 2.38 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/Additional_Files/Code_files.zip | 30.43 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/Additional_Files/Python100Days.pdf | 524.18 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 1-Week 1 Python Programming Basics for Artificial Intelligence/Additional_Files/Python100Days_Code.zip | 5.36 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/10 Introduction to Week 2 Data Science Essentials.mp4 | 2.09 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/10 Introduction to Week 2 Data Science Essentials.srt | 1.08 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/11 Day 1 Introduction to NumPy for Numerical Computing.mp4 | 79.69 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/11 Day 1 Introduction to NumPy for Numerical Computing.srt | 31.28 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/12 Day 2 Advanced NumPy Operations.mp4 | 74.61 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/12 Day 2 Advanced NumPy Operations.srt | 30.74 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/13 Day 3 Introduction to Pandas for Data Manipulation.mp4 | 68.52 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/13 Day 3 Introduction to Pandas for Data Manipulation.srt | 28.65 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/14 Day 4 Data Cleaning and Preparation with Pandas.mp4 | 83.52 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/14 Day 4 Data Cleaning and Preparation with Pandas.srt | 35.04 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/15 Day 5 Data Aggregation and Grouping in Pandas.mp4 | 52.1 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/15 Day 5 Data Aggregation and Grouping in Pandas.srt | 19.94 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/16 Day 6 Data Visualization with Matplotlib and Seaborn.mp4 | 94.33 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/16 Day 6 Data Visualization with Matplotlib and Seaborn.srt | 35.71 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/17 Day 7 Exploratory Data Analysis --(EDA--) Project.mp4 | 79.29 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 2-Week 2 Data Science Essentials for Artificial Intelligence/17 Day 7 Exploratory Data Analysis --(EDA--) Project.srt | 30.78 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/18 Introduction to Week 3 Mathematics for Machine Learning.mp4 | 2.11 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/18 Introduction to Week 3 Mathematics for Machine Learning.srt | 1.1 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/19 Day 1 Linear Algebra Fundamentals.mp4 | 74.88 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/19 Day 1 Linear Algebra Fundamentals.srt | 29.99 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/20 Day 2 Advanced Linear Algebra Concepts.mp4 | 68.59 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/20 Day 2 Advanced Linear Algebra Concepts.srt | 25.76 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/21 Day 3 Calculus for Machine Learning --(Derivatives--).mp4 | 63.26 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/21 Day 3 Calculus for Machine Learning --(Derivatives--).srt | 24.75 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/22 Day 4 Calculus for Machine Learning --(Integrals and Optimization--).mp4 | 50.37 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/23 Day 5 Probability Theory and Distributions.mp4 | 88.3 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/23 Day 5 Probability Theory and Distributions.srt | 31.8 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/24 Day 6 Statistics Fundamentals.mp4 | 66.83 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/24 Day 6 Statistics Fundamentals.srt | 24.85 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 3-Week_3 Mathematics for Machine Learning and Artificial Intelligence/25 Day 7 Math-Driven Mini Project – Linear Regression from Scratch.mp4 | 46.36 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/26 Introduction to Week 4 Probability and Statistics for Machine Learning.mp4 | 2.41 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/27 Day 1 Probability Theory and Random Variables.mp4 | 64.65 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/27 Day 1 Probability Theory and Random Variables.srt | 23.44 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/28 Day 2 Probability Distributions in Machine Learning.mp4 | 59.53 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/28 Day 2 Probability Distributions in Machine Learning.srt | 22.22 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/29 Day 3 Statistical Inference - Estimation and Confidence Intervals.mp4 | 54.27 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/29 Day 3 Statistical Inference - Estimation and Confidence Intervals.srt | 20.02 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/30 Day 4 Hypothesis Testing and P-Values.mp4 | 39.12 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/30 Day 4 Hypothesis Testing and P-Values.srt | 14.69 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/31 Day 5 Types of Hypothesis Tests.mp4 | 65.01 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/31 Day 5 Types of Hypothesis Tests.srt | 24.46 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/32 Day 6 Correlation and Regression Analysis.mp4 | 60.48 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/32 Day 6 Correlation and Regression Analysis.srt | 23.67 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/33 Day 7 Statistical Analysis Project – Analyzing Real-World Data.mp4 | 85.2 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 4-Week 4 Probality and Statistics for Machine Learning and AI/33 Day 7 Statistical Analysis Project – Analyzing Real-World Data.srt | 33.37 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/34 Introduction to Week 5 Introduction to Machine Learning.mp4 | 2.29 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/34 Introduction to Week 5 Introduction to Machine Learning.srt | 1.09 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/35 Day 1 Machine Learning Basics and Terminology.mp4 | 51.36 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/35 Day 1 Machine Learning Basics and Terminology.srt | 22.31 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/36 Day 2 Introduction to Supervised Learning and Regression Models.mp4 | 52.76 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/36 Day 2 Introduction to Supervised Learning and Regression Models.srt | 21.57 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/37 Day 3 Advanced Regression Models – Polynomial Regression and Regularization.mp4 | 122.47 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/37 Day 3 Advanced Regression Models – Polynomial Regression and Regularization.srt | 44.52 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/38 Day 4 Introduction to Classification and Logistic Regression.mp4 | 84.5 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/38 Day 4 Introduction to Classification and Logistic Regression.srt | 32.88 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/39 Day 5 Model Evaluation and Cross-Validation.mp4 | 55.39 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/39 Day 5 Model Evaluation and Cross-Validation.srt | 21.75 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/40 Day 6 k-Nearest Neighbors --(k-NN--) Algorithm.mp4 | 60.03 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/40 Day 6 k-Nearest Neighbors --(k-NN--) Algorithm.srt | 22.82 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/41 Day 7 Supervised Learning Mini Project.mp4 | 86.7 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 5-Week 5 Introduction to Machine Learning/41 Day 7 Supervised Learning Mini Project.srt | 34.67 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/42 Introduction to Week 6 Feature Engineering and Model Evaluation.mp4 | 2.03 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/42 Introduction to Week 6 Feature Engineering and Model Evaluation.srt | 962 B |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/43 Day 1 Introduction to Feature Engineering.mp4 | 49.86 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/43 Day 1 Introduction to Feature Engineering.srt | 21.11 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/44 Day 2 Data Scaling and Normalization.mp4 | 56.29 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/44 Day 2 Data Scaling and Normalization.srt | 21.57 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/45 Day 3 Encoding Categorical Variables.mp4 | 57.98 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/45 Day 3 Encoding Categorical Variables.srt | 22.9 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/46 Day 4 Feature Selection Techniques.mp4 | 56.51 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/46 Day 4 Feature Selection Techniques.srt | 20.92 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/47 Day 5 Creating and Transforming Features.mp4 | 62.88 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/47 Day 5 Creating and Transforming Features.srt | 23.27 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/48 Day 6 Model Evaluation Techniques.mp4 | 54.69 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/48 Day 6 Model Evaluation Techniques.srt | 20.91 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/49 Day 7 Cross-Validation and Hyperparameter Tuning.mp4 | 69.27 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 6-Week 6 Feature Engineering and Model Evaluation/49 Day 7 Cross-Validation and Hyperparameter Tuning.srt | 27.43 KB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 7-Week 7 Advanced Machine Learning Algorithms/50 Introduction to Week 7 Advanced Machine Learning Algorithms.mp4 | 1.94 MB |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 7-Week 7 Advanced Machine Learning Algorithms/50 Introduction to Week 7 Advanced Machine Learning Algorithms.srt | 981 B |
| Udemy AI and Python Development Megaclass 300 plus Hands on Projects/Chapter 7-Week 7 Advanced Machine Learning Algorithms/51 Day 1 Introduction to Ensemble Learning.mp4 | 52.3 MB |
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