Special Offer - Get up to 40% Discount on All Courses till 31st July

RIDM
  • Home
  • Courses
    • Digital Marketing
    • Programmatic Advertising
    • BI Using Power BI
    • Data Analytics - Python
    • Visual Analytics -Tableau
    • Specialized Courses
    • Google Analytics Course
    • Advanced Excel Course
    • HR Analytics Course
    • Soft Skill Training
  • Services
    • Consultancy Services
    • Workshops
  • About RIDM
    • About Us
    • How Our Course Will Help
    • Become RIDM Franchisee
    • Gallery
  • Blog
  • More
    • Home
    • Courses
      • Digital Marketing
      • Programmatic Advertising
      • BI Using Power BI
      • Data Analytics - Python
      • Visual Analytics -Tableau
      • Specialized Courses
      • Google Analytics Course
      • Advanced Excel Course
      • HR Analytics Course
      • Soft Skill Training
    • Services
      • Consultancy Services
      • Workshops
    • About RIDM
      • About Us
      • How Our Course Will Help
      • Become RIDM Franchisee
      • Gallery
    • Blog
RIDM
  • Home
  • Courses
  • Services
  • About RIDM
  • Blog

Data Analytics Using Python

 As businesses increasingly rely on latest technology to solve business problems, data professionals today need exceptional quantitative skills and a high-level understanding of the models that are employed to solve challenges. 

what you will learn

Course Overview

In this course, you will learn the importance of collecting, organizing and manipulating large amounts of data using the latest technologies. With this course, you will have complete understanding of working with data and analytics, and a hands-on knowledge of Python, such as Accessing Data from different services, processing data, data visualization, working with text data and managing time series data.

Course Modules

Accessing Data

  • Accessing Data from Files
  • Accessing Data from Relational Databases
  • Accessing Data from Web pages
  • Accessing Data from Web services

Processing Data

Python Libraries for Managing Data

  • Introduction to NumPy
  • Introduction to Pandas


Data formats

  • Flattened Data
  • Hierarchical Data - JSON, XML
  • Binary Data

  

Cleaning and Transforming Data

  • Data Aggregation
  • Data Sorting and Filtering
  • Finding and Fixing invalid values and removing duplicates
  • Transforming values - Functions and Maps


Combining and Merging Data


Reshaping data 

Data Visualization

  • Charts
  • Graphs
  • Distributions
  • Trends
  • Geo-Data
  • Specialized visualization - word clouds 

Working with Text Data - Natural Language Processing

  • Structure and Representation in Text
  • Models for textual data - Bag of Words, N-grams
  • Managing language structure - stemming, lemmatization, stopwords
  • Application: Sentiment Analysis

Managing Time Series Data

Managing Dates and Times in Python

  • Dates
  • Times and Time Zones


Structure of Time Series Data - Indexing

Periods and Frequencies

Resampling Data from Time Series

Visualizing time series

Gear up for exciting career opportunities in data analytics

Enroll Now For ₹11999

Copyright © 2021 RIDM - All Rights Reserved. 

  • Privacy Policy
  • T&C

Cookie Policy

This website uses cookies. By continuing to use this site, you accept our use of cookies.

I Love Cookies

Special Offer

RIDM offers up to 40% discount in course fees till 31st July for all courses. Learn the skills that make you grow in your career. Enroll now and start learning from the comfort of your home!

Book Free Demo Session