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
  • SQL Assignment - 1
  • SQL Assignment-2
  • Statistics Assignment

  Projects

  • SQL Project Demonstration
  • SQL Project - MUSIC STORE DATA ANALYSIS

  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
  • SQL 6 - Joins Continuation
  • Joins Class PDF
  • SQL 7 -
  • Stored procedures case statements
  • case study joins

  Tableau

  • Jan 18th - Introduction to Tableau
  • Jan 19th - Tableau basics, Filters
  • 20th Jan - Date filters advance and interactive filters
  • 23rd Jan - Dual axis and analytics in tableau
  • Tableau_192_195_199_data_analysis_tableau File
  • 24th Jan - Working with pages and tooltip
  • 24th Jan Lab File
  • 25th Jan - Advance charts in tableau
  • 25th Jan word map, pareto chart, bubble charts File
  • 26th Jan - Tableau case study
  • Case Study Lab File
  • 27th Jan - Case Study and dashboard creation
  • Case Study and dashboard creation - 27th Jan File

  Statistics

  • Data Analysis - Part 1
  • Data Analysis - Part 2
  • Data Analysis File
  • Data Analysis - Part 3
  • Complete Data anlysis and Intro to Stats PDF.
  • Descriptive Stats - Central Tendency and Measure of Dispersion
  • criptive Stats - Central Tendency and Measure of Dispersion File
  • Descriptive Stats - Central Tendency and Measure of Dispersion - Part 2
  • Descriptive Stats - Central Tendency and Measure of Dispersion - Part 3
  • Probability _ Part 1
  • Probability - Part 1 Files
  • Probability _ Part 2
  • Probabilities and Distributions PDF
  • Probability Distributions Files
  • Probability _ Part 3
  • Probability - 4 Distribution
  • Normal Distribution
  • Normal Distribution File
  • Normal Distribution Hands on Lab
  • normal distribution_ Files
  • CLT
  • CLT Files
  • Hypothesis Testing - Part 1
  • Hypothesis Testing PDF
  • Hypothesis Testing - Part 2 z Test
  • z Test Hypothesis Testing Files
  • ChiSquared Test and Hypothesis Testing Files
  • Chi-square Test

  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

  Data Analysis Assessment

  • Python Data Analysis Assessment
  • Data Analysis Assessment_May_2023