Hands-On Learning

Learn by doing with 174 practical lessons. Build a professional portfolio with actual datasets from industries like finance, healthcare, and e-commerce.

Career-Ready Skills

Master SQL, Python, Tableau, and Excel. Get certified with skills that employers actively seek and stand out in the competitive data job market.

Flexible Learning Path

38 structured chapters designed for busy professionals. Study anytime, anywhere, and get lifetime access to all course materials and updates.

About the course

Data is Future offers a Professional Certification Program in Data Analysis designed to equip students with industry-ready skills through comprehensive, hands-on training. The course features 38 structured chapters and 174 practical lessons that cover essential tools and techniques including SQL, Python, Excel, and data visualization platforms like Tableau. Students learn at their own pace with lifetime access to all course materials, allowing busy professionals to balance learning with their existing commitments. The curriculum emphasizes real-world application through project-based learning, where students work with actual datasets from various industries to build a professional portfolio. Upon completion, graduates receive an industry-recognized certification and possess the technical expertise employers seek in data analysts. Whether you're a complete beginner looking to break into the data field or a professional aiming to upskill, this program provides the foundation needed to launch or advance your analytics career. The course is available for free enrollment, making quality data education accessible to anyone ready to step into the data-driven future.

About DataisFuture

Data is Future is dedicated to making professional data analytics education accessible to everyone. We provide a comprehensive certification program that transforms beginners into job-ready data analysts through practical, hands-on training. Our curriculum covers essential skills including SQL, Python, Excel, and data visualization, taught through 38 structured chapters and 174 real-world lessons. Founded by industry experts, we believe data literacy is essential in today's digital world. We've designed our self-paced program to fit busy schedules while delivering the quality education and practical experience employers demand. Whether you're changing careers or upskilling, we're here to guide your journey into the world of data analytics.

Curriculum

38 Chapters · 174 Lessons

  1. 1

    Excel Fundamentals + Essential Formulas

    1. (Included in full purchase)

      Excel interface, ribbon, worksheets

    2. (Included in full purchase)

      Cell referencing: Relative, Absolute, Mixed

    3. (Included in full purchase)

      Basic formatting & shortcuts

    4. (Included in full purchase)

      Essential formulas

  2. 2

    Data Cleaning + Professional Data Handling

    1. (Included in full purchase)

      Remove Duplicates

    2. (Included in full purchase)

      Flash Fill

    3. (Included in full purchase)

      Text to Columns

    4. (Included in full purchase)

      Data Validation

    5. (Included in full purchase)

      Conditional Formatting

    6. (Included in full purchase)

      Find & Replace

    7. (Included in full purchase)

      Excel tables, sorting, filtering

  3. 3

    Lookups, Mapping & Data Relationships

    1. (Included in full purchase)

      VLOOKUP

    2. (Included in full purchase)

      HLOOKUP

    3. (Included in full purchase)

      XLOOKUP

    4. (Included in full purchase)

      INDEX + MATCH

    5. (Included in full purchase)

      MATCH, OFFSET

    6. (Included in full purchase)

      Multi-sheet lookups

    7. (Included in full purchase)

      Mapping datasets

  4. 4

    Pivot Tables + Data Analysis Models

    1. (Included in full purchase)

      Creating Pivot Tables

    2. (Included in full purchase)

      Grouping (dates, categories, numbers)

    3. (Included in full purchase)

      Calculated fields

    4. (Included in full purchase)

      Pivot charts

    5. (Included in full purchase)

      Drill-down analysis

    6. (Included in full purchase)

      Slicers & timelines

    7. (Included in full purchase)

      KPI analysis

  5. 5

    Data Visualization + Excel Dashboards

    1. (Included in full purchase)

      Charts: Bar, Column, Line, Area, Pie, Donut, Histogram

    2. (Included in full purchase)

      KPI Cards

    3. (Included in full purchase)

      Dynamic charts

    4. (Included in full purchase)

      Slicers + interactive elements

    5. (Included in full purchase)

      Dashboard layout design

  6. 6

    Project Work

    1. (Included in full purchase)

      Sales & Revenue Analytics Dashboard

  7. 7

    Introduction to Databases & SQL

    1. (Included in full purchase)

      What is a database?

    2. (Included in full purchase)

      SQL vs MySQL vs others

    3. (Included in full purchase)

      Relational database concepts

    4. (Included in full purchase)

      Tables, rows, columns, keys

  8. 8

    MySQL Installation & Setup

    1. (Included in full purchase)

      Installing MySQL Server

    2. (Included in full purchase)

      Using MySQL Workbench

    3. (Included in full purchase)

      Creating databases and schemas

  9. 9

    Basic SQL Commands

    1. (Included in full purchase)

      SELECT, DISTINCT

    2. (Included in full purchase)

      ORDER BY, LIMIT

    3. (Included in full purchase)

      WHERE filtering

    4. (Included in full purchase)

      Operators: IN, BETWEEN, LIKE

  10. 10

    SQL Joins

    1. (Included in full purchase)

      INNER JOIN

    2. (Included in full purchase)

      LEFT JOIN

    3. (Included in full purchase)

      RIGHT JOIN

    4. (Included in full purchase)

      FULL OUTER JOIN

    5. (Included in full purchase)

      CROSS JOIN

    6. (Included in full purchase)

      Self JOIN

  11. 11

    Advanced Conditions

    1. (Included in full purchase)

      AND, OR, NOT

    2. (Included in full purchase)

      CASE WHEN expressions

  12. 12

    Aggregations

    1. (Included in full purchase)

      COUNT, SUM, AVG, MIN, MAX

    2. (Included in full purchase)

      GROUP BY

    3. (Included in full purchase)

      HAVING

  13. 13

    Subqueries

    1. (Included in full purchase)

      Subqueries in SELECT

    2. (Included in full purchase)

      Subqueries in WHERE

    3. (Included in full purchase)

      Subqueries in FROM

    4. (Included in full purchase)

      Correlated subqueries

  14. 14

    Data Cleaning in SQL

    1. (Included in full purchase)

      TRIM, REPLACE

    2. (Included in full purchase)

      SUBSTRING

    3. (Included in full purchase)

      LOWER, UPPER

    4. (Included in full purchase)

      NULL handling

    5. (Included in full purchase)

      COALESCE

  15. 15

    Window Functions

    1. (Included in full purchase)

      OVER

    2. (Included in full purchase)

      ROW_NUMBER

    3. (Included in full purchase)

      RANK, DENSE_RANK

    4. (Included in full purchase)

      LEAD, LAG

    5. (Included in full purchase)

      Running totals, moving averages

  16. 16

    Table Operations

    1. (Included in full purchase)

      CREATE, INSERT, UPDATE, DELETE

    2. (Included in full purchase)

      ALTER TABLE

    3. (Included in full purchase)

      TRUNCATE

  17. 17

    Data Modeling Concepts

    1. (Included in full purchase)

      ER diagrams

    2. (Included in full purchase)

      1NF, 2NF, 3NF

    3. (Included in full purchase)

      Keys & constraints

  18. 18

    Views & Temporary Tables

    1. (Included in full purchase)

      Creating and using views

    2. (Included in full purchase)

      Temporary tables

    3. (Included in full purchase)

      CTEs (WITH clause)

  19. 19

    MySQL Functions for Analytics

    1. (Included in full purchase)

      Date functions: DATEDIFF, DATE_ADD, YEAR, MONTH

    2. (Included in full purchase)

      Math: ROUND, CEIL, FLOOR

    3. (Included in full purchase)

      String: CONCAT, LPAD, RPAD

  20. 20

    Performance Basics

    1. (Included in full purchase)

      Indexes

    2. (Included in full purchase)

      EXPLAIN query optimization

  21. 21

    Importing & Exporting Data

    1. (Included in full purchase)

      LOAD DATA INFILE

    2. (Included in full purchase)

      Import CSV

    3. (Included in full purchase)

      Export results

    4. (Included in full purchase)

      Connecting MySQL with Excel/Power BI

  22. 22

    Real-World Analytics Scenarios

    1. (Included in full purchase)

      Sales analysis

    2. (Included in full purchase)

      Retention analysis

    3. (Included in full purchase)

      Inventory analysis

    4. (Included in full purchase)

      Marketing analytics

  23. 23

    Introduction to Business Intelligence & Power BI

    1. (Included in full purchase)

      What is BI?

    2. (Included in full purchase)

      Power BI ecosystem

    3. (Included in full purchase)

      Reports vs Dashboards

    4. (Included in full purchase)

      End-to-end BI workflow

  24. 24

    Power BI Desktop Interface

    1. (Included in full purchase)

      Canvas layout

    2. (Included in full purchase)

      Visualization pane

    3. (Included in full purchase)

      Filters pane

    4. (Included in full purchase)

      Themes & formatting

  25. 25

    Getting & Connecting Data

    1. (Included in full purchase)

      Excel, CSV, SQL Server, MySQL

    2. (Included in full purchase)

      Folder import

    3. (Included in full purchase)

      Web data

    4. (Included in full purchase)

      Multi-table connections

  26. 26

    Power Query

    1. (Included in full purchase)

      Remove duplicates

    2. (Included in full purchase)

      Split columns

    3. (Included in full purchase)

      Merge & append queries

    4. (Included in full purchase)

      Unpivot and pivot

    5. (Included in full purchase)

      Replace values

    6. (Included in full purchase)

      Data type corrections

    7. (Included in full purchase)

      Handling nulls

    8. (Included in full purchase)

      Group By

    9. (Included in full purchase)

      Conditional columns

    10. (Included in full purchase)

      Automated refresh

  27. 27

    Data Modeling

    1. (Included in full purchase)

      Star schema vs Snowflake schema

    2. (Included in full purchase)

      Fact & Dimension tables

    3. (Included in full purchase)

      Primary keys

    4. (Included in full purchase)

      Relationship types

    5. (Included in full purchase)

      Cardinality & cross-filter direction

  28. 28

    DAX (Data Analysis Expressions)

    1. (Included in full purchase)

      Calculated Columns vs Measures

    2. (Included in full purchase)

      SUM, AVERAGE, COUNTROWS

    3. (Included in full purchase)

      CALCULATE, FILTER

    4. (Included in full purchase)

      ALL, ALLEXCEPT

    5. (Included in full purchase)

      SUMX, AVERAGEX

    6. (Included in full purchase)

      DIVIDE

    7. (Included in full purchase)

      Time intelligence

  29. 29

    Visualizations

    1. (Included in full purchase)

      Bar, Column, Line, Area

    2. (Included in full purchase)

      Pie/Donut

    3. (Included in full purchase)

      Table/Matrix

    4. (Included in full purchase)

      Cards & KPIs

    5. (Included in full purchase)

      Funnel, Treemap, Waterfall

    6. (Included in full purchase)

      Combo charts

    7. (Included in full purchase)

      Scatter plots

    8. (Included in full purchase)

      Gauge Charts

    9. (Included in full purchase)

      Decomposition Tree & Key Influencer

    10. (Included in full purchase)

      Mapping visuals

  30. 30

    Slicers, Filters & Drill-through

    1. (Included in full purchase)

      Visual, page, report-level filters

    2. (Included in full purchase)

      Slicers & sync slicers

    3. (Included in full purchase)

      Drill-down hierarchies

    4. (Included in full purchase)

      Drill-through pages

    5. (Included in full purchase)

      Bookmarks for storytelling

  31. 31

    Dashboard Design Principles

    1. (Included in full purchase)

      UI/UX rules

    2. (Included in full purchase)

      Color psychology

    3. (Included in full purchase)

      Consistent layout

    4. (Included in full purchase)

      White space usage

    5. (Included in full purchase)

      Navigation buttons

    6. (Included in full purchase)

      Using containers

  32. 32

    Power BI Service

    1. (Included in full purchase)

      Publishing reports

    2. (Included in full purchase)

      Sharing & permissions

    3. (Included in full purchase)

      Workspaces

    4. (Included in full purchase)

      Dashboard creation

    5. (Included in full purchase)

      Scheduled refresh

    6. (Included in full purchase)

      Dataflows

    7. (Included in full purchase)

      Gateway setup

  33. 33

    Performance Optimization

    1. (Included in full purchase)

      Reducing dataset size

    2. (Included in full purchase)

      Optimizing relationships

    3. (Included in full purchase)

      DAX optimization

    4. (Included in full purchase)

      Query folding

    5. (Included in full purchase)

      Incremental refresh

    6. (Included in full purchase)

      Aggregations

  34. 34

    Advanced Analytics Features

    1. (Included in full purchase)

      AI visuals

    2. (Included in full purchase)

      Forecasting

    3. (Included in full purchase)

      Clustering

    4. (Included in full purchase)

      Anomaly detection

    5. (Included in full purchase)

      Smart Narratives

  35. 35

    Exporting & Integration

    1. (Included in full purchase)

      Export to PDF/PPT

    2. (Included in full purchase)

      Embedding reports

    3. (Included in full purchase)

      Power BI + Excel

    4. (Included in full purchase)

      Using Python/R

  36. 36

    Real-World Analytics Dashboards

    1. (Included in full purchase)

      Sales dashboard

    2. (Included in full purchase)

      Marketing performance

    3. (Included in full purchase)

      Supply chain dashboard

  37. 37

    Project Work

    1. (Included in full purchase)

      Supply Chain Analytics Dashboard

  38. 38

    Introduction to Python

    1. (Included in full purchase)

      What is Python & why use it for data analytics

    2. (Included in full purchase)

      Installing Python, Jupyter Notebook, VS Code

    3. (Included in full purchase)

      Variables, data types, input/output

    4. (Included in full purchase)

      Scripts vs notebooks

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