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Technology For All

PROGRAM OVERVIEW

CURRICULUM

  Welcome to TechnologyForAll

  • Anaconda Installation File
  • Course Curriculum
  • Introduction to DataScience

  Module 1: Python Programming

  • Introduction to Python
  • Datatypes, Operators, and Strings
  • Day 1 and 2 Python files
  • Functions and understanding traceback logs
  • Strings and Lists
  • Revision Session
  • Functions - Lambda
  • Functions - Maps
  • Map, Reduce and Filter
  • Modules
  • OOPs Concepts
  • Classes and Inheritence
  • Encapsulation

  Module 1: Assignments

  • Assignment 1
  • Assignment 2
  • Assignment- 3
  • Assignment - 4
  • Assignment - 5

  Module 2: Data Analysis

  • Introduction to Data Analysis
  • Intro to Numpy
  • Numpy II
  • Introduction to Pandas
  • Pandas II
  • Pandas III
  • EDA
  • EDA II
  • Visualization
  • Seaborn Visualization
  • Web Scraping
  • Web Scraping II
  • Regular Expressions
  • Streamlit

  Module 2: Assignments

  • Numpy Assignment
  • Pandas Assignment
  • Visualization Assignment
  • Visualization Assignment

  Internship Tasks

  • Web Scraping Project