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Udemy – A deep dive in deep learning ocean with Pytorch & TensorFlow 2024-5_Materials.zip
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Introduction of the section
Drive mounting and data reading
Reading more datasets
Uploading Course Material to Google drive and observing course organization
Reading and displaying images
Comparison and logical operations
Arithmetic with python
Conditional Statements
Arrays with Numpy part01
Arrays with Numpy part02
Plotting and Visualization part01
Plotting and Visualization part02
Plotting and Visualization part03
Arrays with Numpy part03
Plotting and Visualization part04
Lists in python
For loop part01
For loop part02
while loop
Strings in Python
Print formatting with strings
Dictionaries part01
Dictionaries part02
Seaborn part01
Seaborn part02
Seaborn part03
Pandas part01
Pandas part02
Pandas part03
Pandas part04
Functions in python part01
Functions in python part02
Tuples in Python
Classes in Python
lambda function
map function
reduce function
filter function
zip function
join function
Pre-requisites section
Data Normalization and MinMax scaling
Need of data preprocessing
Project01 Data Normalization and MinMax scaling part01
Data Standardization
Project02 Data Standardization
Project01 Data Normalization and MinMax scaling part02
Project03 Dealing with missing values
Project05 Feature Engineering
Project04 Dealing with categorical features
Project06 Feature Engineering by window method
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What You'll Master in this Free Download Course
About this Free Download Course
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Senior Industry Specialist
Specialist in AI, Machine Learning & Data Science. Real-world engineering curriculum and hands-on masterclasses.
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