Introduction to Data Analytics with Python

Training Summary
This course provides an introduction to statistics and data analytics using Python. Covering essential statistical concepts, Python programming skills, and key data analytics techniques, it is designed for those looking to understand and apply data analytics in real-world scenarios.
Basic knowledge of programming concepts and mathematics. Familiarity with Python is beneficial but not required.
5 Days/Lecture & Lab
Aspiring data analysts, data scientists, and individuals interested in understanding data analytics through Python programming.
Course Topics
  • Introduction to Statistics and Python Programming
  • Inferential Statistics
  • ANOVA (Analysis of Variance)
  • Data Cleaning and Exploratory Data Analysis
  • Regression Analysis - Part I
  • Regression Analysis – Part II
  • How to Find Insights in Data
  • Visualizing Insights
  • Cluster Analysis
  • Predictive Analytics with Python
  • Natural Language Processing (NLP) with Python

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