skilldevelopment.cpe@lpu.co.in
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Executive Certification On Data Science
Overview
Course Content
Instructor
What you'll learn
Covers python, SQL R, Power BI, Tableau and cognos
Unit 1: SQL basics
Introduction & Installations SQL Basics, types, Cloud vs Server installations, importing CSV, Excel, SQL, Creating Table, Variables, Creating Views, Stored procedures. Copying tables, appending merging tables.
Unit 2: Python Basics
Defining variables in Python, Importing data from CSV, Excel and SQL into Python, types of IDEs, Python Program structures, Few basic programs
Unit 3: Statistics ML in Python
Statistics in Python, Descriptives, Correlation, Regression, Anova, Factor Analysis, Machine learning using python,
Unit 4: Application of Python in Busines
Python programing in marketing, Finance , HR, Operations Marketing & Economic Data
Unit 5: R Programming
Statistics in R, Descriptives, Correlation, Regression, Anova, Factor Analysis, Machine learning using R
Unit 6:Data Visualisations
Business Visualisation in Python Tableau. Qlick Sense, Cognos Power BI/ OAC
Dr. James Daniel Paul P
Professor
https://www.linkedin.com/in/jamespdaniel/
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Payment Non-Refundable
