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Advanced Data Analytics Training
Build practical expertise in Data Analytics Tools with industry-focused learning at Linkplux.
Industry-Ready Data Analytics Training with Hands-On Practice
Linkplux delivers career-focused data analytics training with practical exposure to Advanced Excel, SQL, Python, statistics, Power BI, Tableau, data preparation, dashboard creation, and business reporting. Learners work with analytical datasets and project-based exercises to understand how data is transformed into meaningful business insights, while building a strong portfolio and preparing for professional opportunities in analytics and business intelligence.
Hands-On Analytics Projects
Advanced Excel, SQL & Python
Interview & Career Guidance
Professional Analytics Portfolio
Industry Expert Guidance
Professional Course Certification
Course Highlights
Practical Data Analytics Learning
Practice with real-world datasets, analytical exercises, case studies, and practical assignments to understand complete data workflows.
Essential Analytics Technologies
Explore Python, SQL, Power BI, Tableau, and Excel with proven methods for discovering valuable business insights.
Industry-Ready Certification
Complete practical learning activities and receive a Data Analytics certification demonstrating your knowledge of analytical tools.
Analytics Career Assistance
Prepare for professional opportunities through resume guidance, interview practice, and support for Data Analyst roles.
Business Intelligence Applications
Build Power BI dashboards, Tableau reports, SQL queries, and Python analyses based on business reporting scenarios.
Expert Analytics Guidance
Learn through professional guidance while developing skills in data preparation, interpretation, and analytical problem-solving.
Job-Ready Portfolio Building
Develop a professional portfolio featuring dashboards, reports, visualizations, and Python data projects.
Interview & Career Guidance
Strengthen your job search with technical interview practice, communication support, and analytics career mentoring.
How You'll Learn
Career-Focused Data Analytics Course Syllabus
Paper 1: Data Analytics Fundamentals & Statistical Concepts
- Unit 1: Fundamentals of Data Analytics and Business Applications
- Unit 2: Structured, Unstructured and Semi-Structured Data
- Unit 3: Descriptive Statistics, Distribution and Variability
- Unit 4: Probability, Sampling and Statistical Inference
- Unit 5: Business Metrics, KPIs and Analytical Interpretation
Practical AI Tools: ChatGPT, Google Gemini, Microsoft Copilot, Claude
Paper 2: Advanced Excel & Data Analysis
- Unit 1: Spreadsheet Organisation, Formatting and Data Validation
- Unit 2: Logical, Lookup, Text and Date-Based Functions
- Unit 3: Pivot Tables, Pivot Charts and Interactive Slicers
- Unit 4: Power Query, Data Consolidation and Transformation
- Unit 5: Analytical Reports, KPI Tracking and Excel Dashboards
Practical AI Tools: Microsoft Copilot in Excel, ChatGPT, Excel Analyze Data
Paper 3: SQL, Relational Databases & Data Analysis
- Unit 1: Relational Database Architecture and Data Modelling
- Unit 2: SQL Statements, Conditions, Sorting and Aggregation
- Unit 3: Inner, Outer and Self Joins with Practical Queries
- Unit 4: Subqueries, CTEs, Views and Window Functions
- Unit 5: Analytical Query Design and Business Data Extraction
Practical AI Tools: ChatGPT, Microsoft Copilot, Google Gemini, GitHub Copilot
Paper 4: Python Programming for Data Analytics
- Unit 1: Python Syntax, Variables, Operators and Control Statements
- Unit 2: Functions, Collections, Modules and File Processing
- Unit 3: NumPy Arrays, Mathematical Operations and Vectorisation
- Unit 4: Pandas Series, DataFrames and Dataset Manipulation
- Unit 5: Exploratory Analysis, Aggregation and Insight Generation
Practical AI Tools: ChatGPT, GitHub Copilot, Google Gemini, Claude
Paper 5: Power BI, DAX & Business Dashboards
- Unit 1: Power BI Workspace, Data Sources and Report Architecture
- Unit 2: Power Query for Data Profiling and Transformation
- Unit 3: Data Models, Relationships and Schema Design
- Unit 4: DAX Measures, Calculations and Time-Based Analysis
- Unit 5: Interactive Business Reports, Filters and Executive Dashboards
Practical AI Tools: Microsoft Copilot in Power BI, Power BI Q&A, ChatGPT
Paper 6: Tableau & Data Visualization
- Unit 1: Tableau Workspace, Data Sources and Workbook Creation
- Unit 2: Dimensions, Measures, Groups, Filters and Calculations
- Unit 3: Advanced Charts, Maps and Visual Exploration
- Unit 4: Dashboard Interactions, Parameters and Story Points
- Unit 5: Executive Reporting and Communicating Data Insights
Practical AI Tools: Tableau Pulse, Tableau Agent, ChatGPT, Google Gemini
Paper 7: Data Cleaning, EDA & Predictive Analytics
- Unit 1: Data Profiling, Duplicate Removal and Missing Data Treatment
- Unit 2: Distribution Analysis, Outliers and Pattern Identification
- Unit 3: Feature Creation, Encoding and Dataset Transformation
- Unit 4: Regression, Classification and Introductory Predictive Modelling
- Unit 5: Forecasting Techniques and Interpreting Predictive Results
Practical AI Tools: ChatGPT, Google Gemini, Microsoft Copilot, scikit-learn
Paper 8: Business Analytics, Big Data & AI-Assisted Analysis
- Unit 1: Generative AI Applications in Data Analysis
- Unit 2: AI-Assisted Data Preparation and Analytical Workflows
- Unit 3: Automated Reporting, Insight Generation and Visual Analysis
- Unit 4: Big Data Concepts, Distributed Processing and Hadoop Fundamentals
- Unit 5: Data-Driven Business Strategies and AI-Enhanced Decision Support
Practical AI Tools: ChatGPT, Google Gemini, Microsoft Copilot, Claude, NotebookLM
Paper 9: Industry Projects, Portfolio & Career Preparation
- Unit 1: End-to-End Analytics Project Planning and Execution
- Unit 2: Retail, Finance, Marketing and Customer Dataset Analysis
- Unit 3: Dashboard Publishing and Management-Level Reporting
- Unit 4: GitHub Portfolio, Project Documentation and Presentation
- Unit 5: Resume Optimisation, Technical Interviews and Career Planning
Practical AI Tools: ChatGPT, Google Gemini, Microsoft Copilot, Claude, NotebookLM
Let's Get Started
AI-Powered Data Analytics Skills Covered
Data Analytics Tools You'll Master
Excel & Data Analysis "Master Excel for Data Analytics During Our Chennai Training Program"
SQL & Database Analytics "Learn SQL, Database Queries, Joins & Data Analysis in Our Chennai Course"
Python for Data Analytics "Master Python, NumPy & Pandas for Practical Data Analysis in Chennai"
Power BI & Business Intelligence "Build Interactive Power BI Dashboards, Reports & Business Insights"
Tableau & Data Visualization "Learn Tableau to Create Interactive Reports, Charts & Business Dashboards"
Statistics & Exploratory Data Analysis "Develop Strong Statistical Skills to Discover Patterns, Trends & Business Insights"
Data Cleaning & Business Reporting "Learn to Clean, Transform & Prepare Data for Accurate Business Decisions"
AI-Powered Data Analytics "Learn Modern AI Tools for Data Analysis, Automation & Business Insights"
Eligibility & Criteria
Everything you need to know to join and qualify for placement.
Who Can Apply?
Eligibility Year of Passing
2018 and After
Graduates
Any Graduate / Diploma
Academic Percentage
Min 60%
Placement Eligibility
Attendance
Min 90%
Assessment Marks
Min 75%
Live Projects
100% Completion
Why Data Analytics Training
Can Shape Your Career
Data Analytics creates diverse opportunities for professionals who enjoy working with patterns, insights, and business challenges. Our Data Analytics certification course covers SQL, Python, Excel, Power BI, Tableau, predictive techniques, and real-world business case studies to develop practical analytical skills.
Growing Demand for Skilled Professional Data Analysts
Opportunities for Long-Term Professional Growth
Diverse Roles Across Multiple Analytics Functions
Applications Across Multiple Business Domains
Adaptable Skills for Evolving Data Technologies
Data Analytics Job Roles and Annual Salary Range
Analytics Trainee
- Analytics Trainee
- Junior Reporting Executive
- Data Operations Trainee
- Business Analytics Trainee
- MIS Executive
- Junior Data Associate
Data Analyst
- Data Analyst
- Business Data Analyst
- Operations Analyst
- Reporting Analyst
- Marketing Data Analyst
- Customer Insights Analyst
Business Intelligence Specialist
- Business Specialist
- Power BI Developer
- Tableau Developer
- BI Reporting Specialist
- Intelligence Consultant
- Dashboard Specialist
Senior Analytics Professional
- Senior Data Analyst
- Senior Business Analyst
- Senior BI Consultant
- Analytics Consultant
- Senior Insights Analyst
- Data Analytics Specialist
Analytics Manager
- Analytics Manager
- Business Intelligence Manager
- Data Insights Manager
- Analytics Delivery Manager
- BI Practice Lead
- Data Analytics Lead
Analytics Leadership
- Head of Analytics
- Director of Business Intelligence
- Analytics Practice Head
- Data Strategy Director
- Business Intelligence Director
- Chief Analytics Officer
Career Roadmap Of Data Analytics Training
- Analytics Trainee
- Data Operations Associate
- Reporting Executive
- Data Analyst
- Business Data Analyst
- Reporting & Insights Analyst
- Senior Data Analyst
- Analytics Consultant
- Intelligence Specialist
- Analytics Manager
- Business Intelligence Lead
- Head of Analytics
Our Alumni Work at
Success Stories from Our Students
See how Linkplux's IT training programs have helped students land top jobs through hands-on learning and expert guidance.
Trilochana found her path with Linkplux and landed the dream job.
#Datascience
Krithika transformed her career with Linkplux and secured a Data Analyst role with a 4.5 LPA package. 🚀
#DataAnalytics
Students shared how Linkplux's practical training and live projects helped him confidently start his Digital Marketing career.
#DigitalMarketing
Krithika built her Full Stack Development skills at Linkplux and secured a 7 LPA Software Developer role. 🚀
#FullStackDevelopment
Oviya Shree developed strong Data Analytics skills at Linkplux and launched her career as a Data Analyst. 📊
#DataAnalytics
From a small town to a top tech firm, learn how our hands-on projects helped.
#Inspiration
From a small town to a top tech firm, learn how our hands-on projects helped.
#Inspiration
From a small town to a top tech firm, learn how our hands-on projects helped.
#Inspiration
From a small town to a top tech firm, learn how our hands-on projects helped.
#Inspiration
From a small town to a top tech firm, learn how our hands-on projects helped.
#Inspiration
From a small town to a top tech firm, learn how our hands-on projects helped.
#InspirationEarn Professional Data Analytics Course
Certification
Complete your Data Analytics Training with a professional course certification that reflects your learning across Excel, SQL, Python, Power BI, Tableau, statistics, reporting, and data interpretation. At Linkplux, practical assignments and project-based learning help you build evidence of your analytical capabilities. The certification can support your resume, professional portfolio, and applications for data-focused roles.
Reviews from Our Successful Students
See how our AI-powered IT training institute has helped students succeed.
"Perfect for Beginners"
Hi, I'm Priya.S . I completed my undergraduate degree in 2021. Then I decided to change my career to the IT field. The trainers were very friendly and cleared all my doubts. My special thanks to Ashok sir for his guidance. I learned to create a website very easily. The real-time project gave me the confidence to crack the interview.
"Hands-On Learning That Built My Confidence"
The MERN Stack training at Linkplux gave me practical experience in building real-world web applications. Every concept was explained clearly with hands-on coding sessions, making it easy to understand both frontend and backend development. The trainers were supportive throughout the course, and the live projects helped me gain the confidence to attend interviews and start my career as a Full Stack Developer.
"A Perfect Start to My Digital Marketing Career"
The Digital Marketing program at Linkplux gave me the confidence to work on real-world projects and understand industry practices. The trainers explained every concept with practical examples, and the live assignments helped me improve my skills. I truly appreciate the guidance and support I received throughout the course and would recommend Linkplux to anyone looking to build a successful career in Digital Marketing.
"A Career-Changing Learning Experience"
The practical assignments and live projects at Linkplux helped me gain real-world experience in Data Analytics. The trainers explained every concept clearly and guided me throughout the learning journey. The hands-on approach boosted my confidence and prepared me for industry challenges. I highly recommend Linkplux to anyone looking to build a successful career in the IT field.