Courses

DATA SCIENCE

The Data Science Course in Madurai, presented by Shikshaa Simple Learn, will make you a pro in data analysis, machine learning, artificial intelligence, and predictive modeling. This course is targeted toward students, working professionals, and entrepreneurs who want to convert data into valuable insights. You will get hands-on experience in collecting, processing, analyzing, and visualizing data using the best tools and techniques such as Python, SQL, Tableau, and different Machine Learning libraries. By the end of this course, you will be all set to step into one of the most promising careers of the decade — Data Science.

What you’ll Learn?

1️⃣ Importing Datasets
Learning Objectives
- Understanding the Domain
Getting to Know the Dataset
Python packages for data science

- Importing and Exporting Data
- Extracting Basic Insights from Datasets
2️⃣ Cleaning and Preparing the Data
- Identifying and Handling Missing Values
- Data Formatting

- Normalizing Data Sets
- Binning
- Creating Indicator Variables
3️⃣ Summarising the Data Frame
- Descriptive Statistics

- Fundamentals of Grouping
- ANOVA
- Correlation
Diving Deeper into Correlation
4️⃣ Model Development

- Simple and Multiple Linear Regression
- Model Evaluation with Visualization
- Polynomial Regression and Pipelines
- R-squared and MSE for In-Sample Evaluation
- Making Predictions and Decisions

5️⃣ Model Evaluation
- Model Evaluation
- Understanding Over-fitting, Under-fitting, and Model Selection
- Ridge Regression
Search a grid
- Model refinements

Why choose Shikshaa Simple Learn for the data science course in Madurai?

✅ Learn from Industry Data Scientists and AI Experts
✅ Hands-on Training with Real-time Datasets
✅ Globally Recognized Data Science Certification
✅ Project-Based Learning Approach
✅ Flexible Learning: Online & Classroom Options
✅ 100% Placement Assistance with Resume & Interview Support

Who Can Attend?

-Students aspiring for a career in Data Science or AI
-Professionals from IT, Analytics, or Engineering backgrounds
-Entrepreneurs who want to make data-driven business decisions
-Anyone interested in learning Machine Learning and Data Visualization

Certifications

On completion, the students would get a Data Science Certification from Shikshaa Simple Learn, which is recognised by top companies.
This certification verifies that you can:
Work with large datasets with confidence.
Build and evaluate Machine Learning models
Visualize and communicate insights with clarity.

Become a Data Scientist and Shape the Future with Data! Shikshaa Simple Learn is the best data science course in Madurai. Enrol now to ace the data-driven world.

FAQ

What is the Data Science Course about?
A complete program ranging from data analytics and machine learning to visualization will assist in making you industry-ready as a data scientist.

Do I need prior knowledge in coding?
Not necessarily; we begin with the basics of Python and move on progressively.

Is this course for beginners?
Yes, it is intended for both fresher candidates and working professionals looking to switch into data-driven careers.

Will you provide placement support?
Yes, Shikshaa Simple Learn offers 100% assistance regarding placements, including project work, preparation of resumes, and mock interviews.