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Python Machine Learning With Data analysis data Science Training Course in Udaipur

Module 1:- Course Intro With Python Data Analysis

Module 2:-Python Learning Intro to numpy

Module 3:- Python Pandas

Module 4:- Working with data

Module 5:- Data Visualizations

Module 6:-Introduction to Machine Learning

Module 7:- Regression

Module 8:- Classification

Module 9:- Unsupervised Learning

Python Machine Learning With Data Analysis Data Science Training Course at KEEN INFOTECH ?

COURSE INTRO WITH DATA ANALYSIS

• Installation Setup and Overview
• IDEs and Course Resources
• iPython/Jupyter Notebook Overview

LEARNING INTRO TO NUMPY

• Intro to numpy
• Creating arrays
• Using arrays and scalars
• Indexing Arrays
• Array Transposition
• Universal Array Function
• Array Processing
• Array Input and Output

PYTHON MACHINE LEARNING PANDAS

• Series
• DataFrames
• Index objects
• Reindex
• Drop Entry
• Selecting Entries
• Data Alignment
• Rank and Sort
• Summary Statistics
• Missing Data
• Index Hierarchy

PYTHON WORKING WITH DATA

• Reading and Writing Text Files
• JSON with Python
• HTML with Python
• Microsoft Excel files with Python
• Merge ,Merge on Index
• Concatenate
• Combining DataFrames
• Reshaping Pivoting
• Duplicates in DataFrames
• Mapping Replace
• Rename Index
• Binning,Outliers,Permutation
• GroupBy on DataFrames
• GroupBy on Dict and Series
• Splitting Applying and Combining
• Cross Tabulation