Course Overview
Curriculum
What is Data Analytics?
Importance of Data Analytics in Business
Types of Data Analytics: Descriptive, Diagnostic, Predictive, Prescriptive
Basic Functions and Formulas
Arithmetic Operations
Statistical Functions
Data Cleaning and Preparation
Removing Duplicates
Data Formatting
Data Visualization
Charts and Graphs
Conditional Formatting
Pivot Tables and Pivot Charts
Creating and Analyzing Pivot Tables
Understanding Databases
Basic SQL Commands : SELECT, INSERT, UPDATE, DELETE
Filtering Data
Joins and Subqueries
Joins and Subqueries
INNER JOIN, LEFT JOIN, RIGHT JOIN
Writing Subqueries
Python Basics
Syntax and Data Types
Control Structures (Loops and Conditionals)
Working with Libraries
Installing Libraries (pip)
Introduction to Jupyter Notebook
DataFrames and Series
Data Cleaning and Preparation
Handling Missing Data
Filtering and Selecting Data
Data Aggregation and Grouping
Merging and Joining Data Frames
Introduction to NumPy
Arrays and Their Properties
Array Operations
Mathematical Functions
Statistical Functions
Data Visualization with Power BI
Introduction to Power BI
Power BI Desktop vs. Power BI Service
Data Importing and Preparation
Connecting to Data Sources
Data Transformation using Power Query
Creating Reports and Dashboards
Visualizations: Charts, Tables, Maps
Slicers and Filters
Introduction to Tableau
Connecting to Data Sources
Creating Basic Visualizations
Bar Charts, Line Charts, Scatter Plots
Building Dashboards
Combining Visualizations
Interactivity in Dashboards
Real-world Data Analysis Project
Applying Skills Learned
Data Collection, Cleaning, Analysis, and Visualization
Presentation of Findings
Introduction to Git and GitHub
Setting Up a GitHub Account
Basic Git Commands
Git init, Git add, Git commit, Git push
Collaborating on GitHub
Forking and Cloning Repositories
Pull Requests
Task management
Communication Skills
Presentation Skills
- Resume Prep
- LinkedIn
- Job Hunting & outreaching
- Interview Preparation
- Mock Interviews
FAQs
Yes, many data analyst courses in Rajkot, including STAD Solution, offer placement support to connect students with top companies.
Fees vary by institute and program type. STAD Solution offers affordable options, and students can inquire directly for specific details.
Yes, STAD Solution provides an online data analytics course, making it accessible to students throughout Rajkot.
STAD Solution offers hands-on training, expert mentorship, and placement support, making it one of the best options in Rajkot.
You will learn Python, SQL and R as these are commonly used programming languages and important for data analysis and data management.
Career options comprise data analyst, business analyst, data science, data engineering, machine learning job profiles, and other types of job roles.
Yes, because of the online form and timetables that are flexible, working people wanting to advance their skills in data analytics find it more convenient.
Some of these projects are concerned with data cleaning, visualization, statistical analysis and building predictive models which will prepare you for what you are expected to do in industry.
Yes, STAD Solution and other institutes in Rajkot teach popular tools like Excel, SQL, Tableau, and Power BI.
Institutes like STAD Solution incorporate real-world projects, internships, and case studies to give students hands-on experience.
Data science would include many more aspects like machine learning whereas data analytics looks primarily at the data and how it may be used.
Yes, with more education and practice it is possible to use data analytics skills as a foundation for the data science profession.
No experience is ever a prerequisite. Our course is fully tailored to a new learner and is capable of addressing all key learning components.
You will acquire skills involving data collection, analysis, visualization, and predictive analytics amongst many others that will prepare you to cater for different responsibilities as a data analyst role.