Tutors

Innomatics Research Labs

PROGRAM OVERVIEW

CURRICULUM

  Welcome to the Course

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  Python Programming

  • Intro to Python Day 1 File
  • Operators
  • Strings File
  • Basic Programming and Strings - Satya Sir
  • Python Files till date
  • Day 4 & Day 5 If else and for
  • Sets and Dictionary
  • Functions
  • Numpy Files

  Application Development Flask

  • HTML Class Files
  • HTML and CSS
  • Bootstrap
  • Day - 1 Video
  • Flask Introduction
  • Day-2 Video
  • Jinja Templating
  • Day-3 Video
  • Login using Flask
  • Telephone Directory
  • Flask redirect
  • Day-4 Video
  • Template Inheritance
  • Database Connection
  • Database connection with Flask

  Data Analysis Python

  • Pandas Day 1 and 2 Class Files
  • Numpy Class Files
  • Pandas - 3 Class Operation and Missing Data
  • PandasDay 4 Using Car usecase
  • Pandas File
  • Pandas - 5 Merge and concat
  • EDA - I
  • EDA - II
  • Seaborn Files
  • Regex File
  • Webscraping File
  • Web Scraping
  • Web Scraping File - II

  Assignments

  • Python - Strings Assignment
  • Python - List and Tuples Assignment
  • Python - Set and Dictionary Assignment
  • Python - Loops and Conditions Assignment
  • Python - Functions Assignments
  • Numpy Assignment
  • Data Analysis - Pandas
  • Stats - EDA Assignment
  • Tableau Dashboard Assignment
  • Hypothesis Testing

  Projects

  • MySQL Project
  • Portfolio
  • Telephone Directory Using Flask
  • CRUD Operations using Flask
  • Web Scraping Project Final Submissions

  SQL

  • MySql Installation Processor
  • MySQL Installation Processor Doc File
  • Intro to Data Base and SQL
  • SQL Introduction File
  • SQL Lab - 1
  • SQL Lab - 1 File
  • SQL Lab - 2
  • SQL Lab - 2 Files
  • SQL Lab - 3
  • SQL Lab - 3 Files
  • SQL Lab - 4
  • SQL Lab - 4 Files
  • SQL Lab - 5 Joins Merges Concepts
  • SQL Lab - 5 Files
  • SQL Lab - 6
  • SQL Lab - 6 Files
  • SQL Lab - 7
  • SQL Lab - 7 Files

  Statistics - Classroom

  • Descriptive Statistics PDF
  • Descriptive Statistics Lab
  • Descriptive Statistics Lab II
  • Probability PDF
  • Contingency Dataset
  • Probability Distributions Lab File
  • Normal Distribution Lab
  • CLT Lab
  • Hypothesis Testing Lab

  Statistics - Videos

  • Introduction to Statistics
  • Descriptive Statistics
  • Descriptive Statistics Code
  • Descriptive Statistics Code File
  • Descriptive Statistics Code II
  • Descriptive Statistics Code File II
  • Probability I
  • Probability II
  • Probability and Bayes PDF
  • Descriptive Stats Complete File Code
  • Probability Random Variables
  • distributions - 1
  • Probability distributions
  • Probability Distribution - II
  • Normal Distribution and CLT
  • Normal_distribution
  • CLT and Confidence Interval
  • Revision and Problems on Distributions
  • Confidence Interval
  • Hypothesis Testing - 1
  • Statistical Tests Lab
  • T Test
  • Z Test and Chi Square Test
  • Z Test and Chi Square Test Material
  • ANOVA
  • ANOVA Lab

  Tableau

  • Introduction to the Tableau and Data Types
  • Day 2 - Various Filters and Data Manipulations
  • Day 3 - Advance filters, parameters, mark tab, calculated field, dual axis
  • Day 1 , Day 2 and Day 3 Class Files
  • Day 4 - Analytics in Tableau
  • Day 5 - Tooltips, Dual Asix, Geo Plots, Actions on worksheet Pages
  • Day 6 - Dashboard ( Formatting, navigation ) Story Board and Publishing of Tableau Workbook
  • Day 7: Advance Charts, LIVE PROJECT and Assignment Explanation
  • Tableau All Classes Complete Lab File

  Machine Learning

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  Deep Learning

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  Interview and Placement Activities

  • Mastering LinkedIn Session for Effective Job Search
  • Python Interview Preparation Session
  • Resume Building Session

  Quiz

  • Introduction to Statistics
  • Descriptive Statistics

  Data Analysis and Stats

  • Data Analysis - I
  • Lab File - I
  • Data Analysis - II
  • Lab File - II
  • Statistics - I
  • Statistics - II
  • Stats PDF
  • Stats Lab File
  • Hypothesis Testing
  • Hypothesis Testing Problems

  SQL - Revision

  • Data its types and Introduction to SQL
  • SQL - Basics and First Command