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Assignments
Overview
Business Analytics using Python is a five-day instructor-led course. The course covers from basic level to advanced topics carefully designed to make it ideal for participants with or without prior experience in Python programming and data analytics. Topics covered include the basics of Python programming, supervised learning methods which will cover linear and nonlinear techniques, decision tree, k nearest neighbour, support vector machine and clustering.
Objectives
At the end of Business Analytics with Python training course, participants will be able to
Prerequisites
- An interest in and flair for numbers
- Willingness to learn statistics
- Awareness on the basics of any programming language
Course Outline
Module 1edforce2021-11-13T18:17:22+05:30
- Understanding Data Analytics
- Importance of data in business
- Data analytics ecosystem
- Basis of Python programming
- Basics of Python
- Variables and Operators
- Data types
- Lists, Dictionary and Functions
- Programming in Python
Module 2edforce2021-11-13T18:17:54+05:30
- Introduction to Machine learning
- Python Libraries
- Numpy
- Scikit
- Pandas
- Matplot lib
- Data Visualisation
- Supervised learning
- Linear Regression
- Logistic Regression
- Decision Tree
