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
Python Data Visualization
  • Installing Seaborn
  • Histograms
  • Kernel Density Estimate Plots
  • Combining Plot Styles
  • Box and Violin Plots
  • Regression Plots
  • Heatmaps and Clustered Matrices
Introduction to Machine Learning
  • Applications of Machine Learnings
  • Supervised vs Unsupervised Learning
  • Python libraries suitable for Machine Learning
Python Regression
  • Linear Regression
  • Non-linear Regression
  • Model evaluation methods
Python Classification
  • K-Nearest Neighbour
  • Decision Trees
  • Logistic Regression
  • Support Vector Machines
  • Model Evaluation
Python Unsupervised Learning
  • K-Means Clustering
  • Hierarchical Clustering
  • Density-Based Clustering

Overview About Python Machine Learning Data Analysis

Welcome to Data Analysis in Python! Python is an increasingly popular tool for data analysis. In recent years, a number of libraries have reached maturity, allowing R and Stata users to take advantage of the beauty, flexibility, and performance of Python without sacrificing the functionality these older programs have accumulated over the years.Python Machine Learning With Data Analysis Training in Udaipur Rajasthan

This site is designed to offer an introduction to Python specifically tailored for social scientists and people doing applied data analysis – users with little or no serious programming experience who just want to get things done, and who have experience with programs like R and Stata but are anxious for something better.

KEEN INFOTECH Technologies - Python Machine Learning With Data analysis data Science Training Provider in Udaipur

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