Udemy - Complete Machine Learning and Data Science With Python ML A-Z

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 - What is Data Science English.vtt (7.7 KB)
• 1 - What is Data Science.mp4 (34.7 MB)
• 2 - Describe Artificial Intelligence and Machine Learning and Deep Learning English.vtt (4.4 KB)
• 2 - Describe Artificial Intelligence and Machine Learning and Deep Learning.mp4 (20.8 MB)
• 3 - Concept of Machine Learning English.vtt (10.2 KB)
• 3 - Concept of Machine Learning.mp4 (44.6 MB)
10 - Project Customer Segmentation using Clustering
• 58 - Customer Segmentation Part 1 English.vtt (6.0 KB)
• 58 - Customer Segmentation Part 1.mp4 (23.1 MB)
• 59 - Bank-Customer-Segmentation.ipynb (1.2 MB)
• 59 - Customer Segmentation Part 2 English.vtt (15.3 KB)
• 59 - Customer Segmentation Part 2.mp4 (102.2 MB)
• 60 - Customer segmentation 3 English.vtt (15.7 KB)
• 60 - Customer segmentation 3.mp4 (105.5 MB)
• 61 - Customer Segmentation Part 4 English.vtt (11.7 KB)
• 61 - Customer Segmentation Part 4.mp4 (84.5 MB)
11 - Project Fake News Detection using machine learning Python
• 62 - Fake News Detection using machine learning Python English.vtt (9.2 KB)
• 62 - Fake News Detection using machine learning Python.mp4 (35.1 MB)
12 - Project COVID19 Coronavirus Infection Probability using machine learning
• 63 - Project COVID19 Coronavirus Infection Probability using machine learning English.vtt (10.2 KB)
• 63 - Project COVID19 Coronavirus Infection Probability using machine learning.mp4 (44.8 MB)
13 - Miscellaneous
• 64 - Underfitting Overfitting and best fitting in Machine Learning English.vtt (7.6 KB)
• 64 - Underfitting Overfitting and best fitting in Machine Learning.mp4 (48.8 MB)
• 65 - How to avoid Overfitting in Machine Learning English.vtt (8.1 KB)
• 65 - How to avoid Overfitting in Machine Learning.mp4 (47.4 MB)
• 66 - Applications of Artificial Intelligence English.vtt (15.0 KB)
• 66 - Applications of Artificial Intelligence.mp4 (73.5 MB)
• 67 - Teachable Machine English.vtt (12.8 KB)
• 67 - Teachable Machine.mp4 (37.6 MB)
14 - Python Crash Course
• 68 - Python Basic Introduction English.vtt (9.2 KB)
• 68 - Python Basic Introduction.mp4 (41.2 MB)
• 69 - Getting Started with Python English.vtt (14.3 KB)
• 69 - Getting Started with Python.mp4 (42.3 MB)
• 70 - Python Data TypesNumbers English.vtt (6.8 KB)
• 70 - Python Data TypesNumbers.mp4 (22.3 MB)
• 71 - Python Data TypesStrings English.vtt (10.3 KB)
• 71 - Python Data TypesStrings.mp4 (26.4 MB)
• 72 - Python Data TypesLists English.vtt (11.1 KB)
• 72 - Python Data TypesLists.mp4 (31.6 MB)
• 73 - Python Data Types Dictionary English.vtt (9.6 KB)
• 73 - Python Data Types Dictionary.mp4 (23.2 MB)
• 74 - Python Data Types Sets English.vtt (12.9 KB)
• 74 - Python Data Types Sets.mp4 (38.8 MB)
• 75 - Python Loops English.vtt (13.5 KB)
• 75 - Python Loops.mp4 (41.7 MB)
• 76 - Decision Making English.vtt (14.0 KB)
• 76 - Decision Making.mp4 (44.0 MB)
• 77 - Control Statements English.vtt (14.9 KB)
• 77 - Control Statements.mp4 (42.8 MB)
• 78 - Python Functions English.vtt (20.3 KB)
• 78 - Python Functions.mp4 (86.0 MB)
2 - Installation and Colab
• 4 - Google Colab Introduction English.vtt (5.5 KB)
• 4 - Google Colab Introduction.mp4 (13.1 MB)
• 5 - Anaconda Installation English.vtt (7.3 KB)
• 5 - Anaconda Installation.mp4 (33.8 MB)
• 6 - Jupyter Notebook English.vtt (4.6 KB)
• 6 - Jupyter Notebook.mp4 (14.0 MB)
3 - Python for Data Analysis Numpy
• 7 - Python for Data Analysis Numpy English.vtt (16.3 KB)
• 7 - Python for Data Analysis Numpy.mp4 (65.3 MB)
• 8 - linear algebra for data science English.vtt (12.5 KB)
• 8 - linear algebra for data science.mp4 (48.3 MB)
4 - Python for Data Analysis Pandas
• 10 - Pandas DataFrames English.vtt (10.4 KB)
• 10 - Pandas DataFrames.mp4 (44.5 MB)
• 11 - Grouping and Filtering English.vtt (8.4 KB)
• 11 - Grouping and Filtering.mp4 (35.4 MB)
• 12 - Slicing and Sorting English.vtt (6.9 KB)
• 12 - Slicing and Sorting.mp4 (26.9 MB)
• 13 - Pandas Missing Values English.vtt (10.5 KB)
• 13 - Pandas Missing Values.mp4 (47.8 MB)
• 13 - pandas-flightsexample.ipynb (60.9 KB)
• 14 - Pandas Aggregation Functions English.vtt (7.3 KB)
• 14 - Pandas Aggregation Functions.mp4 (29.5 MB)
• 14 - pandas-aggregate.ipynb (20.0 KB)
• 9 - Pandas Series English.vtt (14.3 KB)
• 9 - Pandas Series.mp4 (49.4 MB)
• 9 - pandas-series.ipynb (46.4 KB)
5 - Python for Data Visualization Matplotlib
• 15 - Matplotlib Introduction English.vtt (12.1 KB)
• 15 - Matplotlib Introduction.mp4 (45.5 MB)
• 16 - Matplotlib Bar Graphs English.vtt (5.1 KB)
• 16 - Matplotlib Bar Graphs.mp4 (24.9 MB)
• 16 - matplotlib-bargraph-histogram.ipynb (95.5 KB)
• 17 - Matplotlib Histogram English.vtt (3.4 KB)
• 17 - Matplotlib Histogram.mp4 (15.6 MB)
• 18 - Matplotlib Scatter Plot English.vtt (5.3 KB)
• 18 - Matplotlib Scatter Plot.mp4 (18.9 MB)
• 18 - matplotliob-scatterplot.ipynb (32.5 KB)
• 19 - Matplotlib Area Plot English.vtt (3.9 KB)
• 19 - Matplotlib Area Plot.mp4 (16.2 MB)
• 19 - area-plot.ipynb (21.2 KB)
• 20 - Matplotlib Pie Chart English.vtt (2.7 KB)
• 20 - Matplotlib Pie Chart.mp4 (9.8 MB)
• 20 - pie-chart.ipynb (14.1 KB)
• 21 - Matplotlib Subplots English.vtt (4.4 KB)
• 21 - Matplotlib Subplots.mp4 (12.7 MB)
6 - Supervised Machine Learnin