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
  • Anaconda Installation and Basic Jupter Operation
  • Intro to Python Files
  • Understanding LMS and Discord
  • Python Basic Programming - Part 1
  • Python Basic Programming - Part 1 File
  • Basic Programming - Part 2
  • Basic Programming - Part 2 File
  • Operators
  • Operators File
  • String, indexing and slicing, mathematical operations on strings File
  • String, indexing and slicing, mathematical operations on strings
  • List
  • List File
  • Tuple and Set
  • List and Tuple File 2nd august
  • Sets File
  • Dictionary
  • Conditional Statement - If Else
  • IF Else File
  • Dictionary File
  • Aug 8th -- 1 - 5 complete files reuploading
  • Aug 8th - else, elif, nested if and if else, elif ladder - complete file
  • Conditional Statement - IF Else - Part 2
  • Aug 9th - while loop
  • While Loops
  • Aug 10th - for loop
  • For Loops
  • Aug 11th - for else , examples
  • Loops
  • Aug 12th - for else examples, list dict comprehensions - complete file
  • For Loops and List and Dictionary Comprehensions
  • Aug 16 - Functions, calling a function, parameters, return , print statements
  • Aug 17th - functions , positional keyword arguments, examples, modularizing code
  • 16th Aug
  • 17th Aug Functions
  • Aug 18 - Scope of variables, zip( ), lambda and examples
  • Function - II
  • Aug 19th - *args, **args, map, lambda in map, filter, lambda in filter
  • Functions - III
  • Aug 22 - filter(), reduce(), recursive function - complete file
  • Function s- IV
  • Aug 23 - File handling and exception handling
  • File Handling
  • Aug 24 - file handling and exception handling - complete file
  • Exceptional Handling
  • OOPS 1 - I
  • OOPS - i
  • OOPS - II \
  • Aug 29 - OOPs part 1 complete file
  • OOPS - II
  • Aug 30 - OOPs II - complete file
  • Sep 1 - Problem Solving
  • Problem Solving

  Data Analysis Using Python

  • Descriptive Statistics - I
  • Descriptive Statistics - II
  • Descriptive Statistics
  • Descriptive Statistics - III
  • Numpy - 1 File
  • Numpy - I
  • Numpy - I
  • Numpy - i File
  • Pandas - i File
  • Pandas - I
  • Pandas2_Modifying and Sorting _iloc and loc File
  • Pandas2_Modifying and Sorting _iloc and loc
  • pandas_3 and pandas 4 groupby and multii indexing File
  • pandas_3 and pandas 4 groupby and multii indexing
  • Concationation Joins Missing data and duplicate data time file
  • Concationation Joins Missing data and duplicate data time
  • Pandas Adv Functions and Regular Expression
  • Regex - II
  • Regex File
  • pandas_8 adv function File
  • Web Scraping
  • Web Scraping File
  • Matplolib and EDA Univariate Files
  • Matplolib and EDA Univariate
  • EDA advanced
  • _Bivariate_ Multivariate File
  • EDA Bi and MultiiVariate
  • EDA Advanced

  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 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

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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

  EDA CaseStudy

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