Welcome to the Data Analytics course at Desert Side Training Institute! Our course is designed to equip you with the essential skills and knowledge needed to thrive in the field of data analytics. Throughout this program, you’ll learn how to analyze data, derive actionable insights, and make data-driven decisions. Whether you’re new to data analytics or looking to enhance your existing skills, our curriculum covers a wide range of topics including data cleaning, visualization, statistical analysis, and more. Join us and discover the power of data analytics in today’s data-driven world.

Data Analytics Syllabus
30-hour plan

  • MODULE 1
    – Getting into Data Analytics, Platforms to use
    – Data cleaning using Pandas
    – EDA using Pandas
    – Data Visualization using Matplotlib
    – Data Visualizing using Seaborn
    – Data Visualizing using Plotly
    – Web scraping using Python
  • MODULE 2
    – Introduction to databases and big query setup
    – Basic queries in SQL
    – Filters and Functions
    – Joins
    – Group by & Aggregation
    – Window functions
    – Date and Time Functions
    – Subqueries and Views
  • MODULE 3
    – Overview of Concepts of Statistics
    – Population and Sampling Technologies
    – Measures of Central Tendency
    – Distributions
    – Standardization and Normalisation
    – Probability
    – Permutations and Combinations
    – Hypothesis test, A/B test
  • MODULE 4
    – Introduction to spreadsheets
    – Excel Formulas
    – Pivot tables, Charts
  • MODULE 5
    – Introduction to data visualization tools
    – PowerBI dashboards
  • MODULE 6
    – Introduction to AI vs ML vs DL, Public data domains
    – The life cycle of a machine learning problem
    – Algorithms in ML
  • MODULE 7
    – Data analysis Projects