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  • Data Analytics Tutorial

Data Analytics Tutorial

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Learn data analytics from the ground up, covering analytical thinking, spreadsheets, SQL, Python, statistics, data visualisation, exploratory data analysis, data cleaning, business and marketing analytics, forecasting, machine learning basics, and data workflows. See how each technique works, compare tools and methods, apply them to real business questions, and build job-ready skills through practical examples, exercises, and an end-to-end capstone project.

11 Modules

61 Lessons

English

1 Hr

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Learn via Video Course

Data Analysis and Processing with Python using Pandas - Data Science Course Logo

Data Analysis and Processing with Python using Pandas - Data Science Course

5 hrs

Reading Plan

MODULE 1

Foundations of Data Analytics

6 mins
lessonIntroduction - Foundations of Data Analytics

1 min

lessonWhat is Data Analystics

1 min

lessonTypes of Data Analytics

1 min

lessonThe Data Analytics Workflow

1 min

lessonData Types, Sources, and Structure

1 min

lessonTurning a Business Request into an Analytical Question

1 min

MODULE 2

Spreadsheets and Practical Data Handling

6 mins
lessoniIntroduction - Spreadsheets and Practical Data Handling

1 min

lessonUnderstanding Spreadsheet Structure

1 min

lessonFormulas and Cell References

1 min

lessonEssential Functions for Analysis

1 min

lessonSorting, Filtering, and Data Validation

1 min

lessonLookups and Pivot Tables

1 min

MODULE 3

SQL for Data Analytics

6 mins
lessonSQL for Data Analytics - Introduction

1 min

lessonDatabases and Your First SQL Query

1 min

lessonFiltering, Sorting, and Limiting Results

1 min

lessonAggregate Functions and GROUP BY

1 min

lessonJoining Related Tables

1 min

lessonCASE, Subqueries, and CTEs

1 min

MODULE 4

Python for Data Analytics

6 mins
lessonPython for Data Analytics Introduction

1 min

lessonPython Basics for Analysts

1 min

lessonConditions, Loops, and Functions

1 min

lessonReading and Inspecting Data with pandas

1 min

lessonCleaning and Transforming Data

1 min

lessonGrouping, Summaries, and Visualisation

1 min

MODULE 5

Statistics for Data Analytics

6 mins
lessonStatistics for Data Analytics Introduction

1 min

lessonDescriptive Statistics

1 min

lessonDistributions, Percentiles, and Outliers

1 min

lessonSampling and Uncertainty

1 min

lessonHypothesis Testing and Confidence Intervals

1 min

lessonCorrelation, Regression, and Causation

1 min

MODULE 6

Data Visualization Reporting and Dashboards

6 mins
lessonData Visualisation, Reporting, and Dashboards Introduction

1 min

lessonChoosing the Right Chart

1 min

lessonVisual Design and Avoiding Misleading Charts

1 min

lessonKPIs and Dashboard Planning

1 min

lessonBuilding Reports in BI Tools

1 min

lessonPresenting an Insight and Recommendation

1 min

MODULE 7

Exploratory Data Analysis and Data Cleaning

6 mins
lessonExploratory Data Analysis and Data Cleaning - Introduction

1 min

lessonStarting an Exploratory Data Analysis

1 min

lessonMissing Values and Their Meaning

1 min

lesson Duplicates, Inconsistent Labels, and Data Types

1 min

lesson Outliers and Validation Rules

1 min

lessonA Reproducible Cleaning Pipeline

1 min

MODULE 8

Business Product and Marketing Analytics

6 mins
lessonBusiness, Product, and Marketing Analytics Introduction

1 min

lessonSales and Revenue Analytics

1 min

lessonCustomer Retention and Churn

1 min

lessonMarketing Funnel and Campaign Analytics

1 min

lessonProduct Analytics and User Journeys

1 min

lessonOperational Analytics and Root-Cause Investigation

1 min

MODULE 9

Advanced Analytics - Forecasting and Machine Learning Basics

6 mins
lessonAdvanced Analytics, Forecasting, and Machine Learning Basics - Introduction

1 min

lessonForecasting and Time-Series Basics

1 min

lessonRegression and Classification

1 min

lessonClustering and Segmentation

1 min

lessonModel Evaluation and Choosing Metrics

1 min

lessonOverfitting, Leakage, and Responsible Modelling

1 min

MODULE 10

Data Workflows - Warehousing and Professional Practice

6 mins
lessonData Workflows, Warehousing, and Professional Practice - Introduction

1 min

lessonOperational Databases and Data Warehouses

1 min

lessonETL, ELT, and Data Pipelines

1 min

lessonAutomation, Scheduling, and Monitoring

1 min

lessonDocumentation, Version Control, and Collaboration

1 min

lessonPrivacy, Governance, and Ethical Practice

1 min

MODULE 11

Final Lesson: Bringing It All Together

10 mins
lessonFinal Lesson: Bringing It All Together

10 mins

Data Analytics Tutorial

This beginner-friendly data analytics tutorial covers the fundamentals, core tools, and real business applications of data analytics. Learn spreadsheets, SQL, Python, statistics, data visualisation, data cleaning, business analytics, forecasting, and machine learning basics through simple explanations, practical examples, code, and hands-on exercises. Turn raw data into clear insights and build a strong foundation for a data analytics career.

Data Analytics Tutorial for Beginners: Skills , Tools & Examples

Learn data analytics fundamentals, spreadsheets, SQL, Python, statistics, data visualisation, data cleaning, business analytics, and how to turn data into insights.

Data Analytics Tutorial for Beginners: Tools, Examples & Applications

Ideal for students, freshers, career switchers, and working professionals who want to learn data analytics, make data-driven decisions, and build job-ready skills.

Prerequisites

This course is suitable for:

  • Basic computer knowledge.
  • Basic understanding of mathematics, such as percentages and averages, is helpful.
  • Familiarity with Excel or Google Sheets is beneficial but not mandatory.
  • No prior knowledge of SQL, Python, statistics, or data analytics is required.

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HCL GUVI (Grab Your Vernacular Imprint) Geek Network Private Limited is a leading online learning and skills development company, incubated by IIT Madras and IIM Ahmedabad.

Established in 2014 and acquired by the HCL Group in 2022, HCL GUVI is dedicated to providing effective and high-quality learning and skilling programs that transcend language barriers in technology education. HCL GUVI today is trusted by over 4.8 million users, 20 languages and 2500+ corporate partners.

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Refer & Earn

HCL GUVI (Grab Your Vernacular Imprint) Geek Network Private Limited is a leading online learning and skills development company, incubated by IIT Madras and IIM Ahmedabad.

Established in 2014 and acquired by the HCL Group in 2022, HCL GUVI is dedicated to providing effective and high-quality learning and skilling programs that transcend language barriers in technology education. HCL GUVI today is trusted by over 4.8 million users, 20 languages and 2500+ corporate partners.

app storeplay storeRefer & Earn
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