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
  • SQL Assignments - I
  • SQL Assignments - II
  • Statistics Assignment

  Projects

  • Web Scraping Project Final Submissions
  • SQL Project Demonstration
  • SQL Project - MUSIC STORE DATA ANALYSIS

  Statistics

  • Data Analysis - Part 1
  • Data Analysis File
  • Data Analysis - Part 2
  • 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 _ Part 3
  • Probability Distributions Files
  • 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

  SQL

  • MySQL Workbench Installation Processor
  • MySQL_Installation Processor
  • SQL - 1 Introduction to SQL and SQL Installation
  • SQL - 2 SQL DDL Commands Understanding theory
  • SQL 3 - DDL and DML Commands Lab
  • SQL 4 - String Operation and group by
  • SQL - 5_Group by and constraints File
  • SQL 6 - Constrains continue
  • SQL 7 -medical case study
  • SQL 8 - joins
  • SQL 2 - File
  • SQL - 3_DQL Commands File
  • SQL - 4_String Operation and group by File
  • SQL - 5_Group by and constraints
  • SQL - 6_Constrains continue File
  • SQL 7_medical case study File
  • SQL - 7_medical case study File
  • SQL 8 - Joins File
  • SQL 9 - Windows Functions
  • Join case study File
  • SQL - 10 Stored Processors and Triggers
  • strored procedure and triggers File

  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

  Machine Learning

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  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
  • Data Analysis_24th_June

  Tableau-july

  • Introduction to tableau
  • Filters in tableau
  • Tableau files till filters
  • Advance filter
  • Advance filter
  • Calculated Fields
  • Calculated Fields
  • 24 July 2023 Tool tips in tableau
  • 24 July 2023 Tool tips in tableau Notes
  • Case Study part 1
  • Case Study part 1
  • Case study part 2
  • Advance charts in tableau
  • Dashboard in Tableau
  • Dashboard in Tableau