Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Course Took Kit (Discord and Mentoring Link)

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

  Python Programming

  • Ananconda Installation for Jupyter notebook IDE and Python
  • Intro to Jupyter notebook and basic programming
  • Logical Operators
  • Basic Programming and Strings File
  • Strings
  • Strings_II
  • List
  • List and tuple File
  • Tuples and Set
  • Dictionary Video
  • Set and Dictionary File
  • Loops and Conditional Statements
  • Loops
  • July 9th & 10th Class Files on Conditional Statement and Loops
  • 16th July List and Dictionary comprehension
  • List Comprehensions Video
  • 17th July Functions File
  • Recursive Function part-I
  • Recursive Function part-II
  • Function video -II
  • Recursive Function part-I
  • Recursive Function part-II
  • Recursive Functions File
  • File Handling File
  • OOPS Files
  • Exception Handling
  • OOPs - I
  • OOPs - II

  Data Analysis - Python

  • Numpy - I Video
  • Numpy - II Video
  • Numpy - III Video
  • Numpy Files
  • Pandas - I Video
  • Pandas video - II
  • Pandas Operations
  • Pandas Adv Operations
  • Pandas Adv Operations File
  • Pandas Exercise
  • regex and web scraping File
  • Missing data and EDA Regex File
  • Missing data and EDA Regex
  • Regex and Web Scraping
  • Recursive Function part-II
  • Recursive Function part-I
  • EDA - Univerate Analysis
  • EDA - Univariate II
  • EDA - Univeriate - III
  • EDA Bivariate - Part 1
  • EDA Bivariate - Part 2
  • EDA - Bivariate - II
  • EDA - Advanced Plots and Multivariate
  • EDA - Univariate Files
  • EDA_Bivariate and Adv charts

  Assignments

  • Variables and Datatypes
  • Strings
  • List and Tuples
  • Sets
  • Dictionary
  • Conditional Statements and Loops
  • Functions
  • SQL Assignments - I
  • SQL Assignments - II

  Projects

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  SQL

  • MySQL Workbench Installation Processor
  • MySQL_Installation Processor
  • Intro to SQL
  • DDL and DML Commends
  • Aggregations and groupby
  • SQ L Constrains
  • Joins
  • Advance functions in sql
  • case statement and stored procedures
  • SQL Module Lab Complete Files

  Statistics

  • Data Analysis Code file
  • Descriptive Statistics
  • DESCRIPTIVE STATISTICS - II
  • Probability and Distributions

  Tableau

  • Tableau - 22nd OCt
  • Financial Complaints Dashboard File
  • Consumer Complaints case File
  • Tableau - I introduction to tableau
  • Tableau - II basic plots grouping and sorting
  • Tableau - III filters and advance filters
  • Tableau - IV Table calculation and advance parameters
  • Tableau - V Analytics and Tooltips
  • tableau - VI Dashboard creation and advance graphs
  • Taleau - VII case study
  • Tableau Complete Lab File

  Machine Learning

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  Deep Learning

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