Udemy Python with Machine Learning Start Building AI Models Today BOOKWARE-BOOKTIME

BOOKTIME
url: https://www.udemy.com/course/python-with-machine-learning-start-building-ai-models-today/

363M	Chapter_1-Introduction_to_Python_Programming
118M	Chapter_1-Introduction_to_Python_Programming/1 Python basics Variables, Data Types, Operators.mp4
74M	Chapter_1-Introduction_to_Python_Programming/2 Control Structures Conditional Statements, Loops.mp4
73M	Chapter_1-Introduction_to_Python_Programming/3 Functions, Modules, and Packages.mp4
101M	Chapter_1-Introduction_to_Python_Programming/4 File Handling in Python.mp4
513M	Chapter_2-Advanced_Python_Programming
109M	Chapter_2-Advanced_Python_Programming/5 Object-Oriented Programming (OOP) in Python.mp4
107M	Chapter_2-Advanced_Python_Programming/6 Error Handling and Exceptions.mp4
91M	Chapter_2-Advanced_Python_Programming/7 Working with Libraries NumPy, Pandas.mp4
113M	Chapter_2-Advanced_Python_Programming/8 Data Visualization with Matplotlib and Seaborn.mp4
95M	Chapter_2-Advanced_Python_Programming/9 Regular Expressions.mp4
581M	Chapter_3-Data_Analysis_and_Preprocessing
110M	Chapter_3-Data_Analysis_and_Preprocessing/10 Data Analysis with Pandas.mp4
137M	Chapter_3-Data_Analysis_and_Preprocessing/11 Data Cleaning and Transformation.mp4
110M	Chapter_3-Data_Analysis_and_Preprocessing/12 Handling Missing Data and Outliers.mp4
101M	Chapter_3-Data_Analysis_and_Preprocessing/13 Feature Engineering.mp4
124M	Chapter_3-Data_Analysis_and_Preprocessing/14 Data Normalization and Standardization.mp4
266M	Chapter_4-Introduction_to_Machine_Learning
72M	Chapter_4-Introduction_to_Machine_Learning/15 Understanding Machine Learning Concepts.mp4
97M	Chapter_4-Introduction_to_Machine_Learning/16 Types of Machine Learning Supervised, Unsupervised, Reinforcement.mp4
97M	Chapter_4-Introduction_to_Machine_Learning/17 Machine Learning Workflow.mp4
347M	Chapter_5-Learning_Algorithms
87M	Chapter_5-Learning_Algorithms/18 Linear Regression.mp4
129M	Chapter_5-Learning_Algorithms/19 Logistic Regression.mp4
71M	Chapter_5-Learning_Algorithms/20 K-Nearest Neighbors (KNN).mp4
62M	Chapter_5-Learning_Algorithms/21 K-Means Clustering.mp4
257M	Chapter_6-Model_Evaluation_and_Optimization
116M	Chapter_6-Model_Evaluation_and_Optimization/22 Model Evaluation Metrics (Accuracy, Precision, Recall, F1-Score).mp4
142M	Chapter_6-Model_Evaluation_and_Optimization/23 Cross-Validation Techniques.mp4
241M	Chapter_7-Deep_Learning_Introduction
83M	Chapter_7-Deep_Learning_Introduction/24 Basics of TensorFlow and Keras.mp4
158M	Chapter_7-Deep_Learning_Introduction/25 Convolutional Neural Networks (CNNs) Overview.mp4
2.6G	total