PROGRAM OVERVIEW

CURRICULUM

  Python Core and Advanced

  • Intro to Data Science
  • Intro to Python and Jupyter Notebook
  • intro to python and Jupyter notebook files
  • Intro to Python and Basic Programming
  • Basic programming File
  • Data Structure - List
  • Data Structure - List Files
  • Data Structure - Tuple Set and Dictionary String
  • Data Strcture tuple set Dict and String File
  • Conditional Statements
  • Conditional statements pdf files
  • Conditional Statements - II
  • Python Assignment Solutions Clarification
  • Python Assignment Solutions File
  • Functions
  • Functions Class File
  • lambda Expressions , Class & Objects
  • lambda Expressions , Class & Objects Files
  • Class and Object
  • File Handling and DateTime
  • File Handling and Data and Time Files
  • File Handling Class Files
  • NumPy
  • NumPy Class Files
  • Pandas - I
  • Pandas Class Files
  • Pandas - II
  • Pandas - II Class Files

  Assignments

  • Python Data Structures Assignment
  • Functions and Lambda Expressions
  • Class and Object Assignment
  • NumPy
  • Pandas
  • Regular Expressions
  • MySQL Assignment
  • Stats - EDA Assignment

  Project

  • Web Scraping Project
  • Web Scraping Project Class Files
  • Data Analysis - Web Scraping with EDA Project
  • Web Scraping Project PPT Template

  Python Data Analysis

  • Data Visualization Files
  • Data Visualization
  • Explorative Data Analysis
  • Explorative Data Analysis Files
  • Regular Expressions
  • Regular Expressions Class File

  SQL

  • Introduction to Database and MySQl Installation
  • SQL Session - I
  • SQL Session File
  • SQL Session - II
  • SQL Session - III
  • SQL Session File - II
  • SQL Session - IV
  • SQL Session File - III
  • SQL Session File - IV
  • SQL Session - V
  • SQL Session - V
  • SQL Session - VI

  Tableau

  • Tableau Installation and Introduction
  • Tableau - II
  • Tableau - III
  • Tableau - IV
  • Tableau - V
  • Tbaleau - VI
  • Tableau - VII
  • Tableau Assignment
  • Tableau - VIII Queries and Assignment Discussions

  Statistics - Basic and Advanced

  • Revision of Descriptive Statistics
  • Revision of Descriptive Statistics File
  • Descriptive Statistics - II
  • Variance
  • Descriptive Statistics Lab
  • Probability
  • Descriptive Statistics Lab File
  • Baye's Rules
  • Probability Reference Notes
  • Binomial and Normal Distribution
  • Normal Distribution and CLT Reference Notes
  • Central Limit Theorem and CI
  • Hypothesis Testing
  • Z - Test

  Machine Learning - Supervised Learning

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  Machine Learning - UnSupervised Learning

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  Deep Learning

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  NLP

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  Technical Interview Preparation Handling

  • Technical Interview Preparation

  Technical Interview Preparation

  • Technical Interview Preparation