Data Science & AI Intermediate

The Professional Certified Data Science & AI Program

Join our industry-focused Data Science program. Gain real-world project experience with expert mentors and fast-track your career in AI & Data Science.

4.8

Course Rating

125

Students

6 Months

Total Duration

Created by

Dr.S.Kalaivani

Last Updated 2025-12-04 04:00:08

Data Science • 2025-09-15

Instructor - Mr. A. Sathyanarayana

This Course Includes:

48 hours on-demand video
Downloadable source code
Full lifetime access
Certificate of completion

Enroll Now

Course Highlights

4 sections

12 lectures

13 hrs 0 mins

12 projects

Python Programming for Data Science Topics Covered: Variables, Data Types, Operators - Lists, Tuples, Dictionaries, Sets - Conditional Statements, Loops - Functions, Modules, File Handling - Exception Handling, Comprehensions - Introduction to OOPs

60 mins

Statistics & Probability for Data Science Topics Covered: Types of Data & Sampling - Measures of Central Tendency (Mean, Median, Mode) - Measures of Dispersion (Range, Variance, Standard Deviation) - Probability Concepts, Bayes Theorem - Probability Distributions (Binomial, Normal, Poisson) - Hypothesis Testing, t-test, z-test, Chi-square test

60 mins

Excel for Data Analysis Topics Covered: Functions: VLOOKUP, IF, COUNTIF, etc. - Pivot Tables, Charts, Data Cleaning - Conditional Formatting, Dashboards

60 mins

Data Analysis with Python Topics Covered: Numpy for Numerical Computation - Pandas for Data Manipulation - Handling Missing Values, Duplicates - Data Aggregation & Grouping - Merging & Joining DataFrames

60 mins

Data Visualization with Python Topics Covered: Matplotlib: Bar, Line, Pie, Histogram - Seaborn: Box Plot, Heatmap, Pairplot - Plotly (Optional): Interactive Visualizations - Customizing Plots & Graphs

60 mins

SQL for Data Science Topics Covered: SELECT, WHERE, GROUP BY, HAVING, ORDER BY - JOINS (INNER, LEFT, RIGHT, FULL) - Subqueries, Aggregate Functions - Creating & Modifying Tables - Real-time SQL Practice on Sample Datasets

60 mins

Introduction to Machine Learning Topics Covered: Supervised vs Unsupervised Learning - ML Pipeline & Model Lifecycle - Train/Test Split, Cross Validation

60 mins

Supervised Learning Algorithms Topics Covered: Linear Regression, Logistic Regression - Decision Tree, Random Forest - K-Nearest Neighbors (KNN) - Support Vector Machine (SVM)

60 mins

Unsupervised Learning Algorithms Topics Covered: K-Means Clustering - Hierarchical Clustering - Dimensionality Reduction (PCA)

60 mins

Model Evaluation & Tuning Topics Covered: Confusion Matrix, Accuracy, Precision, Recall - ROC & AUC Curve - Hyperparameter Tuning (Grid Search, Random Search)

60 mins

Real-Time Projects Projects May Include: Sales Prediction Model - Customer Segmentation - Employee Attrition Prediction - E-commerce Analytics Dashboard

120 mins

Deployment Basics (Optional) Topics Covered: Introduction to Streamlit or Flask - Hosting a Model on Web - Using GitHub for Version Control

60 mins

Ready to Master The Professional Certified Data Science & AI Program

Join thousands of students who have transformed their careers with this comprehensive course

Enroll Now to Unlock All Modules

30-day money-back guarantee • Lifetime access

Everything you need to know before starting your data science journey

What You'll Learn

Understand data analysis and visualization techniques
Build predictive models using machine learning
Work with real-world datasets and perform feature engineering
Deploy data-driven applications

Note for learners

Complete 90% of our video lessons to unlock and download your course certificate.

Prerequisites

Basic Computer Knowledge

Understanding of creating and managing files and folders.
High school mathematics

Numbers, percentages, ratios, and simple formulas.
Passion for learning

Willingness to experiment and solve problems independently

Note for beginners

Don't have all prerequisites? We provide introductory resources to get you up to speed.

Dr. S. Kalaivani, Founder & CEO

Lecturer & Project Co-Ordinator

Ex - Bharathidasan University

About the Instructor

I'm a data scientist with over 8 years of experience building machine learning models for startups and Fortune 500 companies. My passion is teaching complex technical concepts in an accessible way that empowers students to build real-world projects.

I've worked extensively with modern technologies like Python, Pandas, Scikit-learn, TensorFlow, and AWS. I believe in learning by doing, and my courses focus on building practical, portfolio-ready projects that demonstrate your skills to potential employers.

What Our Students Say

Hear from students who have transformed their careers with KenStack's practical, hands-on approach to tech education.

AKILANDAESWARI K

Data Analytics Student

The course was tailored to my learning pace and needs, which helped me grasp complex topics more effectively. Working on a real-world project was one of the most valuable aspects of the course. It allowed me to apply my knowledge in a practical setting and gain hands-on experience. The skills and knowledge I gained have strengthened my career prospects, making me more confident in data analytics roles.

ps aditya

Student

Highly recommended software institution. The staff and professor are supportive and have excellent experience. The facilities are top-notch, and the environment helps you achieve personal & professional growth in IT field

Vickashini R 23MCA49

Python Student

I attended python course in kenstack technology. The instructors are very knowledgeable, and the course material was very useful to us and teaching methods are very different from other institute. Overall, I would recommend kenstack technology to gain more experience.

Laheera Laheera

Student

Kenstack technology la ellarume trained staffs and the ways they teaching very nice. I understand all courses, it was helpful in my future. Thank you ✨

Rajalakshmi K

C/C++ & Python Student

This is the best coaching centre for C, C++ and Python in Trichy. The teachers are highly knowledgeable and always ready to help. Thank you to Kenstack Technologies for this great opportunity.

vanitha ramesh

Computer Science Student

Teaching is really good and I can understand easily. Teachers are really friendly and expert. Concepts are very clear and understandable and can really score centum in computer science.

Ruthrakumar. M

Python Student

I've recently completed the Python class and had a great learning experience. The instructor explained concepts clearly, from the basics to more advanced topics like functions, file handling, and object-oriented programming. The course was well-structured with plenty of hands-on exercises that made learning interactive and effective. Highly recommended for beginners and anyone looking to strengthen their Python skills!

Saranya M

Advanced Python Student

I attended Advanced Python Course in Kenstack Technology. I learned very well in Kenstack Technology. It's different from other institution. All Staff are very knowledgeable persons. Teach us very clearly with hands-on practice too.

vignesh r

Django Workshop Student

I have attend Django workshop, it was a great learning experience! The sessions covered everything from basics to real-world applications, with practical exercises that made concepts easy to grasp.

Dharani Partha Sarathy

Django Student

I have learnt Django from Kenstack. Sathya sir taught very well, really useful for me as a beginner. And hands-on from 1st day to last day are very helpful & understandable. Thank you Kenstack & Kalaivani mam always supportive.

Navin K

Full Stack Development Student

Kenstack doesn’t just teach you how to code, they help you think like a developer. I gained real skills in both frontend and backend. It’s job-focused and beginner-friendly!

Kishore P

General IT Student

Clear teaching, patient trainers, and lots of support. Kenstack makes sure you don’t get left behind. Even if you’re from a non-tech background, you can follow easily.

Kishore

Data Jobs Program Student

Joining Kenstack's course was the best decision I made for my career. It’s perfect for freshers and working people who want to switch to data jobs. Simple teaching, strong results.

Gunal . P

Data Science / Full Stack Student

Kenstack Technology is a great place for improving our tech skills like Data Science, Python, and Full-Stack. They offer real projects, flexible timings, and good career support at an affordable price.

Thenmozhi Kumar

SQL with AI Student

I attended the SQL with AI workshop at KenStack Technologies, Trichy. It was informative and well-structured. I gained valuable insights into AI and SQL integration. Highly recommend for data enthusiasts.

PRIYA DHARSHINI

Python Django Student

I had completed Python Django class recently. It was a great learning for me. They taught us very easily and worth for the money ??? Thank you Kenstack Technologies for this great experience ?

Anandan Balaji

LIC Personnel Student

I would like to express my sincere appreciation to Kenstack Technologies, Trichy, for their excellent MS Excel training. The sessions were informative, practical, and well-structured.

Andro Jebina

React Student Student

I attended my 2days reactjs workshop and gained more information... Thank you kenstack Technologies for this grant opportunities.

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Frequently Asked Questions

Find answers to common questions about our programs and learning approach

What makes Kenstack different from other training institutes?

Kenstack focuses on practical, industry-relevant skills with hands-on projects. Our trainers are industry experts, and we provide personalized mentorship along with internship opportunities to ensure you're job-ready upon completion.

Do I need prior coding experience to join our programs?

No prior coding experience is required for most of our beginner-friendly programs. We start with fundamentals and gradually progress to advanced concepts, ensuring students of all backgrounds can keep up with the curriculum.

What kind of placement assistance do you provide?

We offer comprehensive placement support including resume building, interview preparation, mock interviews, and connecting you with our network of 50+ hiring partners. Our placement rate is 94% for students who complete the program successfully.

Can I attend classes while working a full-time job?

Yes! We offer flexible learning options including weekend batches, evening classes, and self-paced learning modules. Many of our students successfully balance full-time jobs while upgrading their skills with our programs.

What payment options do you offer?

We provide multiple payment options including one-time payment (with discounts), installment plans, and EMI options through financing partners. We also offer scholarships for deserving students based on their background and performance in our entrance test.

Will I receive a certificate upon completion?

Yes, you'll receive a certificate of completion that is recognized by our industry partners. More importantly, you'll build a portfolio of real-world projects that demonstrate your skills to potential employers.

Still have questions? We're here to help!

The Professional Certified Data Science & AI Program

This Course Includes:

Course Highlights

Foundations of Programming & Analytics

Data Analysis & Visualization

Machine Learning & Predictive Modeling

Project & Deployment

Ready to Master The Professional Certified Data Science & AI Program

What You'll Learn

Understand data analysis and visualization techniques

Build predictive models using machine learning

Work with real-world datasets and perform feature engineering

Deploy data-driven applications

Note for learners

Prerequisites

Basic Computer Knowledge

High school mathematics

Passion for learning

Note for beginners

Dr. S. Kalaivani, Founder & CEO

About the Instructor

What Our Students Say

AKILANDAESWARI K

ps aditya

Vickashini R 23MCA49

Laheera Laheera

Rajalakshmi K

vanitha ramesh

Ruthrakumar. M

Saranya M

vignesh r

Dharani Partha Sarathy

Navin K

Kishore P

Kishore

Gunal . P

Thenmozhi Kumar

PRIYA DHARSHINI

Anandan Balaji

Andro Jebina

Want to know more about us?

Frequently Asked Questions

What makes Kenstack different from other training institutes?

Do I need prior coding experience to join our programs?

What kind of placement assistance do you provide?

Can I attend classes while working a full-time job?

What payment options do you offer?

Will I receive a certificate upon completion?