All Courses

Master Data Analytics & BI for Data-Driven Decision Making

Insta InfoTech® offers a comprehensive Data Analytics & Business Intelligence (BI) Course for professionals, analysts, and business leaders. This course covers data analytics concepts, BI strategies, and tools like Power BI, Tableau, SQL, and Excel.

Learn to collect, clean, analyze, and visualize data for strategic decision-making.  Develop real-world projects and apply data-driven techniques for business growth. Ideal for aspiring data analysts, business intelligence professionals, and decision-makers.

Data Analytics And BI
What Is Data Analytics? Roles, Skills, and Business Impact

Data analytics is the practice of cleaning, preparing, and analyzing data to uncover patterns, answer business questions, and support better decisions. It spans related disciplines such as data mining, machine learning, and business intelligence, but stays focused on turning existing data into clear, actionable insights for stakeholders.

Data Analyst vs. Data Scientist
  • Data Analyst: Works primarily with historical and current data to explain what happened and why. Delivers dashboards, reports, and descriptive insights that guide day-to-day decisions.
  • Data Scientist: Builds predictive and prescriptive models to estimate what will happen and what to do next. Uses advanced statistics and ML to create forecasting, recommendation, and optimization solutions.
Core Data Analytics Workflow
  • Data Collection: Gather data from databases, files, APIs, and business systems.
  • Data Cleaning & Preparation: Handle missing values, standardize formats, engineer features, and validate quality.
  • Exploratory Analysis: Profile data, detect outliers, and identify trends, segments, and relationships.
  • Modeling & Testing (as needed): Apply statistical methods or light ML to quantify patterns and test hypotheses.
  • Visualization & Reporting: Present findings via dashboards and narratives tailored to business audiences.
  • Decision Enablement: Translate insights into clear recommendations and measurable actions.
What a Data Analyst Typically Delivers
  • Descriptive Statistics: Summaries (mean, median, variance), distributions, seasonality, and cohort views.
  • From Unstructured to Structured: Transform logs, text, and semi-structured sources into analysis-ready tables.
  • BI Reporting: Automated KPI dashboards, ad-hoc analyses, and stakeholder-ready presentations.
  • Decision Support: Clear takeaways, trade-offs, and next steps aligned to business goals.
Must-Have Skills for Data Analysts
  • Statistics Foundations: Descriptive stats, sampling, hypothesis testing, correlation, and basic inference.
  • Data Systems: Strong SQL, understanding of schemas, joins, indexing, and query optimization basics.
  • Data Modeling & Views: Create reliable data sets, marts, and views for consistent reporting.
  • Visualization Literacy: Choose the right charts, design for clarity, and tell a concise data story.
  • Business Context: Translate metrics into impact; align analyses with revenue, cost, risk, and CX outcomes.
  • Quality & Governance: Validate sources, document assumptions, and ensure reproducibility.
Where Data Analytics Fits
  • Level-Setting: Often considered the essential, applied layer of data science—closest to operations and decision-makers.
  • Scalability: Integrates with BI tools and light ML to scale insights across teams and processes.
  • Business Value: Reduces uncertainty, improves forecasting accuracy, and speeds up decision cycles.

Bottom line: Data analytics turns raw data into trustworthy insights and clear recommendations, enabling faster, smarter, and more confident business decisions.

Excel Functions
  • Basic Excel Function
  • Mathematical Functions
  • Logical Functions
  • Text Functions
  • Statistical Functional
  • Relation Based Functions
  • Financial Functions
  • Date-Time Functions
Advance Paste Special Techniques
  • Paste Formulas, Paste Formats
  • Transpose Tables
  • Paste Validations
Pivot Tables & Pivot Chart – Advance
  • Creating Simple & Classic Pivot table
  • Basic and Advanced Value Field Setting
  • Calculated Field & Calculated Items
  • Grouping based on numbers and Dates
Advanced Level Lookup Formulas
  • Vlookup with Match, Hlookup with Match.
  • Lookup from the Left,Mid & Right Side of Data. (Lookup, Index and Match)
  • Vlookup & Hlookup with Multiple Text Functions.
  • Creating Smooth user Interface Using lookup
Magic With Array Formulas:
  • What are the Array Formulas, Use of the Array Formulas?
  • Advanced Use of formulas with Array &Lookup functions.
Advanced Conditional Formatting and Filtering
  • Apply Auto-Formatting & Conditional Formatting with Custom Data Formats and Validation
  • Create custom conditional formatting rules
  • Create conditional formatting rules that use formulas
  • Manage conditional formatting rules
Define Named Ranges and Objects
  • Manage Name cells & Name data ranges
  • Name tables and Manage named ranges and objects.
Referencing Formulas
  • Absolute Referencing/ Relative Cell Referencing
  • Consolidating Data - With or Without Links
  • Trace the Precedents and Dependents
Adding Charts,Graphics to Worksheet
  • Work with Chart Styles,Layouts, Add Labels,Axis Options,Chart Title, Legends, Data-Labels
  • Insert & Modifying Pictures, Group and Ungroup Data
Collaboration With Internal Or External Worksheets
  • Manage Document Properties, Sharing a Workbook, Track Changes, Accept/Reject Changes,
  • Mark as Final , Setting Printing Area with Margins, Headers and Footers & Scaling.
  • AutoRecover Save Options, Save As Web Page & Protecting Workbooks
Formatting, Data linking and Proofing
  • Object Linking and Embedding & Hyper linking data, within sheet / workbook
  • Linking & Updating links between workbooks & application
  • Creating / Working with an Automatic / Manual Outline
Importing & Exporting Data
  • Importing & Exporting Data from Database / Text Files / Web
  • Changing External Data Range
Protecting Excel- Excel Security
  • File Level Protection
  • Workbook, Worksheet Protection

Preparation of the Dashboards
  • Different kinds of advanced-level dashboards
  • Use formulas like OFFSET, MATCH, SUMIF, SUMIFS & many more to prepare the dashboards
  • Use of Data Validation in charting
  • Use of Sparkline in your sheet, interactive sparklines
  • Working with 2-axis and 3-axis charts
Excel Dashboard - Planning & Processing
  • Planning a Dashboard
  • Adding Dynamic Contents to Dashboard
  • Adding Tables and Charts to Dashboard
Slicers and Charts
  • Using SLICERS, Filter data with Slicers
  • Various Charts i.e. Bar Charts / Pie Charts / Line Charts
  • Manage Primary and Secondary Axis
Complex Charting
  • Being able to choose the appropriate type of chart for every occasion
  • Being able to integrate many charts into one
  • Utilize tools like conditional formatting charts and in-cell charts.
  • Being able to create dynamic and interactive charts
Data Reporting with Pivot Tables
  • Evaluate vast volumes of data with the help of Pivot tables and Data Reporting
  • Relationships, multiple-table pivots, grouping, slicers, measures (Power Pivot)
Worksheet / Workbook Operations Using Macro
  • Merge & Split Worksheets using Macro & VBA filters
  • Worksheet copiers
  • Merge multiple excel files into one-sheet
Pivot Table and Handling Of Errors In Excel
  • Split Pivot from the Multiple Source of Data using Multiple Field Setting in Pivot Table.
  • Split Pivot from the Multiple Data Ranges & Name Range.
  • Creating Groups, Insert additional Calculated Field in Pivot Table.
Start-up with Pivot Charts With Slicer
  • Insert slicer in Pivot Table and Pivot charts.
  • Discussion of Errors and handling of multiple Errors & Use of Tool “Error Checking”.
  • Removing Duplicates.
  • Trace Precedents, Trace Dependents.
Data Analysis & Data Reporting
  • Managing Extracts ManagingMetadata Visua lAn.a lytics
  • Data Granularity using Marks Card
  • Highlighting
  • Sorting. Filtering. Grouping
Visual Analytics
  • Graphical Visualization
  • Forecasting Clustering Trend Lines.
  • Reference Lines. Parameters
Dashboard & Stories
  • Introduct on to Dashboard. Creatinga Dashboard Layout. DesigningDashboard for Devices.
  • Dashboard Interaction - Using Action.
  • Introduct on to Story Point.
Mapping & Publishing Report
  • Introduct on to Maps.
  • Editing Unrecognized Locations. Custom Geocoding.
  • Polygon Maps.
  • Web Mapping Services . Background Images
  • Sharing & Publishing Reports to BI Teams or Clients.

Introduction to MySQL
  • What is a database and why do we need SQL?
  • Create a link to Excel spreadsheet with MySQL
  • Client/Server Concepts
  • Database models & ER Model
Database and Database Objects
  • Import/Export
  • Tools for Import/Export Data
  • Restore database in SQL
  • A Data Generating Procedure
Data Definition using SQL
  • Databases
  • Data Types
  • Tables
  • Primary Keys
  • Null values and Not Null Values
  • Auto Increment
  • Basics Queries
  • Removing Duplicates
  • Data Filters Using Operators
  • Data Sorting
  • Constraints and Indexes
  • Views
Basic Data Manipulation using SQL
  • Recurring SQL Constructs
  • Adding data / Modifying data / Removing data / Searching data
Advanced Data Manipulation using SQL
  • Expressions for Grouping and Aggregate Functions
  • Joining Tables
Create Query
  • Use the WHERE clause
  • Conditional statements
  • Multiple conditions with Comparison Operators
  • Logic Values
  • Null Values
  • Compare Column Values
  • Advanced Queries
  • Distinct Values
Joins
  • Inner Join
  • Left Join
  • Full Outer Join
  • Filtering Grouped Data
  • Summarize Group Data
  • Pivot and Unpivot Operators
User Defined Functions
  • Functions vs Procedures
  • User-Defined Functions
MySQL Admin
  • Install and configure MySQL Server and client programs
  • Recognize the key components of the MySQL architecture
  • Secure your server
  • Improve query performance
  • Understand the benefits of MySQL Cloud

Installing & Configuring MySQL
  • Install and configure MySQL Server and client programs
  • Recognize the key components of the MySQL architecture
  • Secure your server
  • Improve query performance
  • Understand the benefits of MySQL Cloud
Working with Different Data Sources in Power BI
  • Importing from relational data sources and from databases
  • Importing from multi-dimensional data sources
  • Importing flat files from Excel and SQL Server
  • Importing Reports and data feeds from other data sources
Transforming & Enhancing the Data Model in Power Query Editor
  • Understanding Power Query Editor
  • Understanding Power Query elements & Viewing published models
  • Performing Row & Column operations
  • Understanding table & Create relationships between tables
  • Understanding data refresh Mode & Working with relationships Module
Analyzing Data & Implementing Dashboards
  • Understanding Power BI data analysis
  • Understanding Pivot Table, Power Pivot Field List & Pivot Chart in Power BI
Creating Reports & M Language Functions
  • Data Operation and Manage Functions Using Parameters with M Language
  • Understanding Slicers & Check Data quality
  • Handling metadata issues and Handling Errors
  • Working with dates, hierarchies, and perspectives
Data Analysis Expressions (DAX)
  • Understanding Data Analysis Expressions
  • Understanding row and filter context for Data Modeling
  • Creating and Applying DAX Expressions
Implementing Measures, Calculated Columns, and Tables
  • Understanding measures & Understanding measure functions
  • Implementing measures and KPIs
Working with Report View User Interface
  • Fields Pane, Visualizations pane, Ribbon, Views, Pages Tab, Canvas Visual
  • Interactions - Interaction Type (Filter, Highlight, None)
  • Visual Interactions Default Behavior, Changing the Interaction
Basic & Advanced Visualizations
  • Visualizing Data, Visualization types
  • Create and Format Charts: Bar, Pie, Donut Charts, Scatter Charts
  • Create and Format Table Visual, Matrix Visualization
  • Analyzing Data with Power View and Power Map
Power BI Service
  • Power BI Service Introduction, SIGN IN to Power BI Service Account
  • Publishing Reports & Dataset to the Power BI service
  • Import / Getting the Report to PBI Service & My Workspace
Interacting Dashboards Models
  • Pin Visuals and Pin LIVE Report Pages to Dashboard
  • Advantages of Dashboards, Interacting & Formatting with Dashboards
  • Formatting Dashboard
  • Sharing Dashboard with SharePoint Publishing

Working with Data Analysis Expression
  • data structures, Control & Conditional Statements
  • DAX concepts using objects and methods
  • Exception handling, Implementation of Pre-defined functions
  • DAX Expressions with date-time concepts
Data Filter & Data Slicing
  • String, Lists, Tuple, Dictionaries
  • Str Data Type | Indexing | Slicing | Built-in functions
  • Append - Extend - Insert - | Update and Delete Operations
  • Storing and Accessing the data in Operations
Introduction to Data Analysis in POWER BI - Understanding and Preprocessing
  • Knowledge domains of Data Analysis
  • Understanding structured and unstructured data
  • Data Analysis process, Dataset generation, Importing Dataset: Importing and Exporting Data
  • Basic Insights from Dataset
  • Cleaning and Preparing the Data: Identify and Handle Missing Values
Data Cleaning
  • Types of Missing Values
  • Imputing missing values with the business logic in a real-time scenario
  • Finding out & Handling outliers from the data
  • Introduction to Replace and Drop level Function
  • Data Cleaning on Big Dataset & Databases
Data Processing and Visualization
  • Data Formatting & Conditional Formatting
  • Exploratory Data Analysis
  • Filtering and hierarchical indexing
  • Data Visualization: Basic Visualization Tools, Specialized Visualization Tools
Creating and Plotting Visualization
  • Understanding and creating N-dimensional arrays
  • Basic indexing and slicing, Boolean indexing, Fancy indexing
  • Universal functions & File input and output with arrays
  • Data-Processing using arrays
Bookmarking
  • Applications of Probability in Real Time Databases
  • Use of Static & Normal bookmarking
  • Understanding of Referential Statistics Data
Publishing and sharing Data on Web Power BI App
  • Data Web scraping, Combining and merging data sets, Reshaping and pivoting
  • Publishing data online or Offline
Dashboard Model Development and Evaluation
  • Introduction to machine learning - Supervised and Unsupervised Learning
  • Model development using Linear Regression, Report Visualization
  • Prediction and Decision Making Dynamic Dashboard
  • Model Evaluation: Over-fitting, Under-fitting and Model Selection
  • Pin Dashboard & Generate Final Data view with Dataset

Send Me Message

Trust & Validation

UGC-Recognized Skilled Qualifications for the Modern Global Workforce

University Certification
University Certification

Earn industry-relevant Certificates and Diplomas awarded by Medhavi Skills University, a UGC-recognized University. Insta Infotech is Approved Training Partner of Medhavi Skills University, ensuring quality education and credible certification.

Certificate Verification
Certificate Verification

All Certificates and Diplomas are digitally verifiable through Government of India platforms, including Skill India Digital Hub (MSDE), ABC.gov.in (Ministry of Education), and DigiLocker, ensuring authenticity and nationwide recognition.

Credit-Based Course (NCrF)
Credit-Based Course (NCrF)

Our courses are aligned with the National Credit Framework (NCrF) under the National Education Policy (NEP) 2020. Learners earn academic credits that strengthen their skill-based education profile and can be seamlessly transferred toward higher education pathways.

Global Recognition
Global Recognition

NCrF-aligned skill credits are recognized across the UK, EU, and Australian education systems. Through MSU’s global partnerships, learners benefit from dual certification opportunities and accelerated pathways to international degree programs.

Skill India Mission
Skill India Mission

Insta Infotech empowers learners with future-ready skills. Backed by the Skill India Mission and our academic partnership with Medhavi Skills University, we bridge the gap between education and employment through practical, hands-on learning and nationally recognized certifications.

Placement Support
Placement Support

Quality Skill Education — this is not merely a certificate of attendance, but a verified academic credential that enhances credibility and opens opportunities across MNCs, embassies, and government sectors.

Specializations

Skilled, Qualification, Certification

Course Credibility

Course Credibility

Our programs are certified by a recognized university, ensuring legal authenticity, academic validity, and strong professional acceptance. This means your qualification carries real value for employment, career advancement, and higher education.

Employability

Employability

Our programs combine practical training, real-world projects, and industry-relevant skills to prepare students for immediate employment. we ensure learners confidently transition from education to professional careers.

Global Standards

Global Standards

Our programs follow internationally aligned curricula and current industry requirements, ensuring learners gain globally relevant knowledge, practical competencies, and professional practices. This prepares students to adapt, compete, and work confidently.

National Alignment (Skill India)

National Alignment (Skill India)

Aligned with the Skill India Mission, we transform vocational training into a nationally recognized qualification, enabling our students to become part of India’s formal skilled workforce.

Academic Mobility (Credit-Based)

Academic Mobility (Credit-Based)

Through the National Credit Framework (NCrF), our courses are not merely extra-curricular; they are credit-earning modules that contribute directly toward your formal higher education pathway.

NEP 2020 Integration

NEP 2020 Integration

Aligned with the National Education Policy 2020, we transform traditional IT education into a multidisciplinary, skilled-based vocational pathway that enables students to earn formal academic credits.

Our Blogs

Latest Blog Updates

SEO Training Having Great Future Insta Infotech

Internet marketing is now flourishing throughout the world. The widespread use of internet has increased the market of products and services online. This has again increased the demand of online marketers.

Read More

Skillful Website with Developing Standards

If you are planning to choose a career in IT, here you find the career scope in joining Web designing course in Delhi.

Read More

Connect IT Training Peaks

Insta infotech “Software And IT Training Institute” makes an instrument to meet the twin challenges of continuous improvement in IT demand for change

Read More

Pick up High-Level Programming Language Python

Python is a High-level programming language. Python programming can be used for Data Science, Network Programming Web Development, etc. Our training covers python as object Oriented, Python as Data structure, GUI, Database connection with Python. Python is famous language as machine learning, course focus on  learning from beginning to advanced level.

Read More

Specialize in RHCSA certified Professional

Insta Infotech certified candidates with RHCSA practice course with 200+ RHEL7 real-world problem scenarios covering all the exam. An RHCSA® certification is earned when an IT professional try the core system administration skills required in Red Hat Enterprise Linux environments. To become an RHCSA certified, you need to pass the EX200 exam. Only this course has the up to date simulated tests questions, where all questions are carefully scrutinized by real Linux certified professionals.

Read More

Start Your Career As SEO Expert

Search Engine Optimization is one of the essential method you can make use of, attaining more higher rankings but also for running effective Search Engine Optimization campaigns.Today building a career in website development standards is the prime focus on all SEO methods, and also if it's not appropriately implemented. Professional and practical SEO courses in Delhi works on Live Projects that can provide you long-term gains in a shorter period.

Read More

Transform Your Career with Insta InfoTech - Premier IT Training Institute

Join Insta InfoTech for cutting-edge IT training programs designed to boost your skills and career prospects. Offering expert-led Courses in Software Development, Data Science, Cybersecurity, and more.

00+

Trained Students

00+

Years of Experience

00+

Countries Represented

00x7

Support

Insta Infotech

What We Offer

At Insta Infotech, we specialize in a wide array of courses across domains like:

Programming Languages: Java, Python, C++, .NET, and more. Data Science & Analytics: Machine Learning, AI, Big Data. Cloud Computing & DevOps: AWS, Azure, Docker, Kubernetes. Cybersecurity: Ethical Hacking, Network Security. Digital Marketing: SEO, Social Media, Content Marketing. Database Management: SQL, PL/SQL, MongoDB, Oracle.
Enquire Now
Our learners work at