Tools Used by Data Analysts in Data Analytics
Tools Used by Data Analysts
Data analysts rely on multiple tools to analyze and visualize data.
Common Tools
- Excel
- SQL
- Python
- Tableau
- Power BI
Mastering these tools improves career opportunities.
- Home
- Data Science & Business Intelligence
- Data Analytics Courses
- Tools Used by Data Analysts
Tools Used by Data Analysts
Data Analytics
6 min min read
Updated: Mar 08, 2026
Beginner
Progress
6 / 10
📑 Table of Contents
What is Data Analytics?
- 1 Introduction to Data Analytics
- 2 History and Evolution of Data Analytics
- 3 Why Businesses Use Data Analytics
- 4 Key Components of Data Analytics
- 5 Examples of Data Analytics in Business
- 6 Data Analytics vs Data Science
- 7 Skills Required for Data Analysts
- 8 Common Tools Used in Data Analytics
- 9 Challenges in Data Analytics
- 10 Future of Data Analytics
Types of Data & Data Sources
Introduction to Excel for Analytics
- 21 Introduction to Microsoft Excel for Data Analytics
- 22 Understanding the Excel Interface
- 23 Understanding Rows, Columns and Cells
- 24 Entering and Formatting Data in Excel
- 25 Basic Excel Formulas for Analytics
- 26 Sorting and Filtering Data in Excel
- 27 Using Excel Functions for Data Analysis
- 28 Creating Charts in Excel
- 29 Introduction to Pivot Tables
- 30 Excel Dashboards for Beginners
Basic Statistics for Beginners
- 31 Introduction to Statistics for Data Analytics
- 32 Understanding Mean Median and Mode
- 33 Understanding Variance and Standard Deviation
- 34 Understanding Probability Basics
- 35 Understanding Data Distribution
- 36 Understanding Correlation
- 37 Understanding Outliers in Data
- 38 Understanding Sampling
- 39 Descriptive vs Inferential Statistics
- 40 Statistics in Real World Data Analytics
Introduction to Data Visualization
- 41 Introduction to Data Visualization
- 42 Why Data Visualization is Important
- 43 Types of Data Visualizations
- 44 Bar Charts Explained
- 45 Line Charts Explained
- 46 Pie Charts Explained
- 47 Scatter Plots and Relationship Analysis
- 48 Choosing the Right Chart
- 49 Principles of Good Data Visualization
- 50 Introduction to Dashboards
Understanding Business KPIs
Introduction to SQL & Databases
Introduction to Python for Data Analytics
- 71 Introduction to Python for Data Analytics
- 72 Installing Python for Data Analytics
- 73 Understanding Python Data Types
- 74 Working with Python Lists
- 75 Introduction to NumPy
- 76 Introduction to Pandas
- 77 Reading Data from Files using Python
- 78 Data Cleaning with Python
- 79 Data Visualization with Python
- 80 Python in Real World Data Analytics
Data Cleaning Fundamentals
- 81 Introduction to Data Cleaning
- 82 Common Data Quality Issues
- 83 Handling Missing Data
- 84 Removing Duplicate Records
- 85 Fixing Data Formatting Issues
- 86 Outlier Detection in Data
- 87 Data Transformation Basics
- 88 Standardizing Data Values
- 89 Data Validation Techniques
- 90 Best Practices for Data Cleaning
Analytical Thinking & Problem Solving
- 91 Introduction to Analytical Thinking
- 92 Understanding Problem Solving in Analytics
- 93 Data Driven Decision Making
- 94 Understanding Root Cause Analysis
- 95 Breaking Down Complex Problems
- 96 Using Hypothesis in Data Analysis
- 97 Critical Thinking for Analysts
- 98 Using Data to Identify Patterns
- 99 Structured Thinking Frameworks
- 100 Real World Analytical Thinking Examples
Real-World Analytics Case Studies (Beginner)
- 101 Introduction to Analytics Case Studies
- 102 Sales Analytics Case Study
- 103 Marketing Campaign Case Study
- 104 Customer Retention Case Study
- 105 Retail Store Performance Case Study
- 106 Inventory Management Case Study
- 107 Website Traffic Analysis Case Study
- 108 Employee Performance Analytics Case Study
- 109 Profitability Analysis Case Study
- 110 How to Approach Beginner Analytics Case Studies
Career Paths in Data Analytics
- 111 Introduction to Careers in Data Analytics
- 112 Who is a Data Analyst
- 113 Business Analyst Career Path
- 114 Data Scientist vs Data Analyst
- 115 Skills Required for Data Analytics Careers
- 116 Tools Used by Data Analysts
- 117 Entry Level Data Analytics Jobs
- 118 Certifications for Data Analytics
- 119 Building a Data Analytics Portfolio
- 120 Future of Data Analytics Careers
Building Your First Analytics Project
- 121 Introduction to Analytics Projects
- 122 Choosing the Right Dataset
- 123 Defining the Project Problem
- 124 Collecting and Importing Data
- 125 Cleaning the Dataset
- 126 Exploring Data and Finding Patterns
- 127 Creating Charts and Visualizations
- 128 Building a Simple Dashboard
- 129 Interpreting Results and Insights
- 130 Presenting Your Analytics Project
Tools Overview & Learning Roadmap
- 131 Introduction to Data Analytics Tools
- 132 Microsoft Excel for Data Analysis
- 133 SQL for Data Retrieval
- 134 Python for Data Analytics
- 135 Tableau for Data Visualization
- 136 Power BI for Business Analytics
- 137 Comparing Analytics Tools
- 138 Learning Roadmap for Data Analytics
- 139 Free Resources to Learn Data Analytics
- 140 How to Become a Data Analyst
Beginner Interview Preparation
- 141 Introduction to Data Analytics Interviews
- 142 Common Data Analytics Interview Questions
- 143 Excel Interview Questions for Analysts
- 144 SQL Interview Questions for Beginners
- 145 Statistics Interview Questions
- 146 Data Visualization Interview Questions
- 147 Case Study Interview Questions
- 148 Behavioral Interview Questions
- 149 Tips for Cracking Analytics Interviews
- 150 Final Interview Preparation Checklist
🎓 Want Live Training?
Join our expert-led Introduction to Data Analytics - Beginner Course live classes
Enroll NowLoading.... Please Wait
Nagmani Solanki
Digital Marketing
Edugators platform is the best place to learn live classes, and live projects by which you can understand easily and have excellent customer service.
Saurabh Arya
Full Stack Developer
It was a very good experience. Edugators and the instructor worked with us through the whole process to ensure we received the best training solution for our needs.
Praveen Madhukar
Web Design
I would definitely recommend taking courses from Edugators. The instructors are very knowledgeable, receptive to questions and willing to go out of the way to help you.
Need To Train Your Corporate Team ?
Customized Corporate Training Programs and Developing Skills For Project Success.
Get Newsletter
Subscibe to our newsletter and we will notify you about the newest updates on Edugators
CONTACT
TRENDING COURSES
- Angular
- Selenium
- Java
- Dot NET Programming
- Node js
- Python
- Javascript
- React js
- Full Stack Web Developer MEAN Stack
- Full Stack Java Development
- Big Data Hadoop and Spark Developer
- Big Data and Hadoop Administrator
- MongoDB Developer and Administrator
- Apache Spark and Scala
- Apache Kafka
- Big Data on AWS
- Data Scientist
- Data Analyst
- Data Science with Python
- Data Science with R Programming
- Tableau Desktop
- Business Analytics with Microsoft Excel
- Data Analytics
- Microsoft Power BI
- Deep Learning with Keras and TensorFlow
- Machine Learning
- RPA Training using UiPath
- Automation Anywhere Certified Advanced RPA Professional Training Course
- Introduction to Artificial Intelligence
- Introduction to Robotic Process Automation RPA
- AWS Solutions Architect
- AWS Developer Associate
- AWS SysOps Associate
- Microsoft Azure Architect Technologies AZ 300
- Microsoft Azure Architect Design AZ 301
- Google Cloud Platform Architect
- Microsoft Certified Azure Administrator Associate AZ 103
- AWS Technical Essentials
- Microsoft Azure Fundamentals AZ 900
- Blockchain Developer
- DevOps Certification
- Puppet Training Course
- SaltStack
- Certified Kubernetes Administrator
- CI CD Pipelines with Jenkins
- Docker Certified Associate DCA Certification
- Digital Marketing
- Advanced Search Engine Optimization SEO Certification Program
- Advanced Social Media Certification Program
- Advanced Pay Per Click PPC Certification Program
- Advanced Email Marketing
- Google Analytics
- Digital Strategy for Brand Marketing
- Complete Google AdWords Professional
- Salesforce Administrator and App Builder
- Salesforce Administrator
- Salesforce Platform App Builder
- Salesforce Platform Developer I Apex and Visualforce
- Android Development
- IOS Development
- Google Flutter
- Oracle DBA Certification
- Java Certification
- Web Designing
- Graphics Designing
- HTML5 and CSS3
- Class 10th Math
- Class 10th Science
- Class 10th Social Science
- Class 10th English
- Class 10th Hindi
- Class 10th Information Technology
- Class 12th Physics
- Class 12th Chemestry
- Class 12th Math
- Class 12th Biology
- Class 12th English
- Class 12th All Science
- UI UX Design
- Bootstrap Framework
- Adobe Photoshop
- Adobe Illustrator
- Adobe InDesign
- CorelDraw
- Blender Animation Essential
- Adobe After Effects
- Autodesk 3Ds Max
- Autodesk MAYA
- Autodesk Fusion 360
- Swift
- React Native
- Facebook Marketing
- Youtube Marketing
- US IT Recruitments Training
- Generative AI
- Prompt Engineering
- LLM Development
- Agentic AI
- Deep Learning Specialization
- NLP Natural Language Processing
- Computer Vision Mastery
- MLOps and Production AI
© 2020 - 2026 Edugators. All rights Reserved.