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
  • Basic Programming Day 1 & day 2 File
  • Strings File
  • List and Tuple File
  • 29th Aug List and Tuple
  • 30th Aug Sets and Quiz
  • Dictionary File
  • Operators and if_Else_Conditional Statement File
  • Conditional Statement and Loops File
  • Functions, File and Exceptional handling FILE
  • oops Files
  • OOPs Lab File and PPTS
  • Basic Programming
  • Basic Programming - II
  • Strings - I
  • String - II
  • List and Tuple
  • List and Tuple - II
  • Dictionary and Conditional Statement -I
  • Conditional Statement -II
  • Conditional Statement and Loops - III
  • Functions - I
  • Functions - II
  • Modules and Problem Solving - Part 1
  • Problem Solving - Part 2
  • Exceptional Handling and OOPS
  • OOPs - II
  • OOPs - III
  • Problem Solving

  Data Analysis Using Python

  • Statistics PPT
  • Numpy File
  • Pandas File
  • EDA and Seaborn File
  • Descriptive Statistics - I
  • Descriptive Statistics - II and Numpy
  • Numpy - II
  • Pandas - Series and DataFrame and Basic Operations
  • Indexing and Merge concatenation & Joins
  • Basic Cleaning and Filtering
  • Missing Data Handling
  • Grouping_and_Summarising and Lambda_Functions_Pivot_Tables
  • Regex and Web Scraping File

  Assignments

  • Variables and Datatypes
  • Strings
  • List and Tuples
  • Sets
  • Dictionary
  • Conditional Statements and Loops
  • Functions
  • Data Analysis - Numpy
  • Data Analysis - Pandas
  • Data Analysis - Visualization
  • Python - Class and Object

  Projects

  • Web Scraping Project Final Submissions

  SQL

  • MySQL Workbench Installation Processor
  • MySQL_Installation Processor
  • SQL I - Intro Databases and SQL Basics
  • SQL II - Data Import and Retrieval
  • SQL - III
  • SQL IV - Constraint

  Tableau

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  Statistics

  • Combination topic Files
  • Probability File
  • Probability bayes theorem PDF
  • Probability Bayes Theorem
  • Probability Distribution File
  • Continuous Probability Distribution
  • Sampling Techniques and CLT - Part 1
  • Sampling Techniques and CLT - Part 2
  • CLT
  • Sampling and CLT File
  • Confidence Interval
  • Confidence Interval File
  • Hypothesis Testing - t Test
  • T test, Anova, Lab
  • T test, Anova, Lab Files
  • F distribution - Chi-square

  Machine Learning

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  Deep Learning

  • This section has no content published in it.