Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Course Took Kit (Discord and Mentoring Link)

  • Discord Innomatics Server Community Link
  • Zoom Mentoring Sessions Link

  Python Programming

  • Ananconda Installation for Jupyter notebook IDE and Python
  • Data Science Orientation and Anaconda Installation
  • Fundamentals of Python Programming Language
  • Operators
  • Strings
  • List - I
  • List and Tuple
  • Basic Python File
  • Operators File
  • String file
  • List File
  • Dictionary File
  • Sets
  • Dictionary and If Else Conditional Statement
  • Conditional Statement - II
  • CONDITIONAL STATEMENTS File
  • Loops
  • While Loop File
  • Problem Solving
  • Problem Solving - II
  • Problem Solving - I & II File
  • Functions
  • Functions - II
  • File and Exceptional Handling
  • OOPs - I
  • OOPs - II
  • OOPs - III
  • OOPs - IV
  • Over view of Python and Data analysis
  • Function - Part 1 File
  • Function - Part 2 File
  • File and Exceptional Handling File
  • OOPs - Part I File
  • OOPs - Part 2 File
  • OOPs - Part 3 File
  • OOPs - Part 4 File

  Data Analysis Using Python

  • Descriptive Stats -I
  • Descriptive Statistics - II
  • NUmpy
  • Numpy - II
  • Numpy - III
  • Numpy - IV
  • Pandas - I
  • Pandas - II
  • Pandas - III
  • Pandas - IV
  • Numpy Files
  • Pandas - 1 2 3 Class and Dataset Files
  • Pandas - V
  • EDA - Univariate
  • EDA Univariate Files
  • EDA - III
  • EDA - II
  • EDA File
  • Regular Expression
  • Regular Expression - II
  • Web Scraping - Part 1
  • Web Scraping - Part 2
  • Web Scraping - Part 3
  • Web Scraping - Part 4

  Assignments

  • Variables and Datatypes
  • Strings
  • List and Tuples
  • Sets
  • Dictionary
  • Conditional Statements and Loops
  • Functions
  • Python - Class and Object
  • Data Analysis - Numpy
  • Data Analysis - Pandas
  • Data Analysis - Visualization

  Projects

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  SQL

  • MySQL Workbench Installation Processor
  • MySQL_Installation Processor
  • SQL and Data Base Overview
  • SQL 2 - DDL Commands
  • SQL 2 - DDL Commands PDF
  • SQL datatypes, create , insert commands
  • DDL, DML Commands
  • DISTINCT, Logical Operators
  • String Functions
  • SQL 3 - DML and Operators commends
  • SQL 4 - Constrains
  • Aggregation Functions
  • SQL 5 - Constrains and Joins
  • Constraints Lab
  • Joins lab file

  Tableau

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  Statistics

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  Machine Learning

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  Deep Learning

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  Placement Team Activity

  • 8th Oct - Presentation Skills
  • 15th Oct - Resume Building Session
  • 22nd Oct - Presentation Skills Session