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
  • Anaconda Installation and Programming Basics
  • Intro to Jupyter Notebook
  • Basic Programming Files
  • Basic Programming - Data Types and Type Conversions
  • Data Types and Conversions File
  • Strings
  • Strings Files
  • Strings - II
  • String Files
  • Strings - III
  • Strings - III File
  • String Escape Character Boolean Data Type and Intro to Collection Data Type
  • String Escape Character Boolean Data Type and Intro to Collection Data Type Files
  • List and Tuple
  • List and Tuple Files
  • Set and Dictionary
  • Operators
  • Sets and Dictionary Files
  • Operators Files
  • Bitwise Operator and Conditional statement (if and if-else)
  • Bitwise Operator and Conditional statement (if and if-else) Fils
  • Conditional Statement
  • conditional Statement Files
  • Short-hand Conditional statement and Inro to while loops
  • Short-hand Conditional statement and Inro to while loops Files
  • Loops
  • For Loop
  • For Loop
  • Introduction To Functions
  • IntroductionTo Functions Files
  • Functions
  • Functions File
  • Anonymous Function
  • Anonymous Functions Files
  • File Handling and Exception Handling
  • Classes and Objects
  • OOPS
  • Generator functions

  Data Analysis - Python

  • Data Analysis Intro
  • Numpy -1
  • Numpy-1 Files
  • Numpy-2
  • Numpy-2 Files
  • Numpy - III
  • Numpy-3 Files
  • Numpy - |V
  • Numpy -4 Files
  • Numpy - V
  • Numpy-5 Files
  • Numpy - Vi
  • Numpy-Final
  • Numpy-Final Files
  • Series(pandas)
  • Series Files
  • DataFrame
  • DataFrame files
  • DataFrame-2
  • DataFrame-2 Files
  • How To Handle Csv files
  • How To Handle Csv files -files
  • Pandas-3
  • Pandas-3 Files
  • Pandas - IV
  • Pandas-IV FILES
  • Pandas -V
  • PANDAS -V FILES
  • Pandas - 6
  • Pandas-6 files
  • Pandas-7
  • Pandas-8
  • Pandas-9
  • Pandas-7 files
  • Pandas-10
  • Pandas-Final
  • Pandas-final-file
  • Matplotlib-1
  • Matplotlib -1-Files
  • Matplotlib-2
  • Matplotlib-2 Files
  • Matplotlib-3
  • Matplotlib-Final
  • Regex
  • Regex - II
  • Web Scraping

  Assignments

  • Variables and Datatypes
  • Strings
  • List and Tuples
  • Sets
  • Dictionary
  • Conditional Statements and Loops
  • Functions
  • Data Analysis - Numpy
  • Data Analysis - Pandas
  • Data Analysis - Visualization
  • SQL Assignments - I
  • SQL Assignments - II

  Projects

  • Web Scraping Project Final Submissions

  SQL

  • MySQL Workbench Installation Processor
  • MySQL_Installation Processor
  • Intro Databases and Basics
  • SQL Intro File
  • Data Import and Retrieval File
  • Data Import and Retrieval
  • SQL - III
  • SQL IV - Constraint
  • SQL V - Joins
  • Constraint FILE
  • JOINS FILE
  • SQL Recap
  • SQL VI - Window Functions
  • Triggers and subQuery File
  • CaseStatement and window functions and storedProcedures File
  • Constraints and Table creation using constraints File

  Tableau

  • Tableau - 1 Intro to Tableau and Installation
  • Tableau 2 - grouping and sorting
  • Tableau 3 - Filter and advance filters
  • Tableau 4 - Parameters and calculated fields
  • Tableau 5 - Analytics in tableau
  • Tableau 6 - Consumer Financial complaints case study
  • Tableau 7 - Consumer Financial Complaint Case Study Part 2
  • Tableau 8 - Dashboard Creation

  Statistics

  • Descriptive Stats - Basic Understanding of Stats and Data & Its Measures
  • Statistics intro and Data & Its Measure File
  • Descriptive Statistics PDF
  • Data Measure and Descriptive Statistics
  • Descriptive Stats Lab File
  • Probability - Part 1
  • Probability - Part 2
  • Probability and Probability Distribution PDF

  Machine Learning

  • This section has no content published in it.

  Deep Learning

  • This section has no content published in it.

  Placement Team Activity

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

  EDA CaseStudy

  • EDA Use Case - Part 1
  • EDA Use Case - Part 2
  • EDA Use Case - Part 3
  • EDA - Usecase - Part 4
  • EDA_Usecase Files