Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Course Took Kit (Discord and Mentoring Link)

  • Discord Innomatics Server Community Link
  • Zoom Mentoring Sessions Link
  • Intro to Data Science and AI
  • Intro to Data Science PDF

  Python Programming

  • Ananconda Installation for Jupyter notebook IDE and Python
  • Basic Understanding of Programming and Jupyter Notebbok
  • Basic Python Programming - Variables , Types and Types Conversion s
  • Operators
  • Literails and operarors. File
  • Strings
  • Strings File
  • List and Tuple
  • List Files
  • Tuple and Set
  • Dictionary and Intro to If Else
  • List Tuple Set and Dictionary Files
  • Conditional Statement _ II
  • Conditional Statement File
  • Loops - Part 1
  • Loops - Part 2
  • Loops File
  • Loops Continuation - Part 1
  • Loops Continuation - Part 2
  • Loops - II Files
  • Loops - III and Function intro
  • Functions - II
  • Function - I File
  • Functiosn - II File
  • Module and Packages File
  • Module and Packages
  • File and Exceptional handling
  • File and Exceptional handling
  • File and Exceptional handling - II
  • OOPs - Part 1
  • OOPs - II
  • OOPs - I File
  • OOPS Files
  • Python Doubts Session

  Data Analysis Using Python

  • Descriptive Statistics - I
  • Plots and Search and sorting
  • Numpy - I
  • Numpy - I File
  • Numpy - II
  • Numpy - II File
  • Numpy - III
  • Numpy - III File
  • Pandas - I
  • Pandas - i File
  • Pandas - 2 File
  • Loandataset
  • Pandas - II
  • Visualization - 1 Matplotlib and Seaborn , Pandas
  • Data Visualization - I File
  • EDA - 1
  • Exploratory Data Analysis (EDA) File
  • EDA Doubts and decorators
  • Regex
  • Regex File
  • Regex Advanced
  • Regex Adv File
  • Web Scraping - Part 1
  • Web Scraping - Part 1 Files
  • Web Scraping - Part 2
  • Web Scraping - Part 2 File

  Assignments

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

  Projects

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  Statistics

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  SQL

  • MySQL Workbench Installation Processor
  • MySQL_Installation Processor
  • SQL - 1 Introduction to SQL and SQL Installation

  Tableau

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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