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Career Track

AI-Powered Python Data Science & Machine Learning

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Certificate of Completion

Earn a professionally designed certificate after completing the Career Track - a great addition to your resume or LinkedIn profile.

Career Track

AI-Powered Python Data Science & Machine Learning

No Prior Knowledge Required (Designed for Beginners & Pro)
This Track is designed with beginners in mind. We start from the basics and guide you toward proficiency
100% Money Back Guarantee* (Get refund within 15 days of 1st purchase)
No Questions asked refund within 15 days of 1st purchase*
We value the trust of our patrons immensely. But, if you feel that a track does not meet your expectations, we offer a 15-day money back guarantee. Just send us a refund request via email within 15 days of purchase and we will refund 100% of your payment, no questions asked
For Further Assistance, Reach us at support@learnovate.academy
100% Learnovate Support* (Handhold and assist you in every stage)
We handhold and assist you in every stage of your learning*
You’ll never feel alone or stuck anymore . If you have doubts while learning a career track, you can use our 'Support Q&A Forum' to raise your queries. Simply post your questions, and our team and mentors will assist you in resolving your doubts.

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With Attractive Discounts
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₹30000
(+ 18% GST)

Surprise - No need to pay entire amount!

Kickstart your journey with your 1st Phase EMI of just ₹6000/-
(+ 18% GST)

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Start learning today and pay with 3 Easy EMIs

1st Phase EMI Live₹6000
(+ 18% GST)

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2nd Phase EMI ₹6000
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Coming Soon (Tentative Date: November 17, 2025)

3rd Phase EMI ₹6000
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Coming Soon (Tentative Date: December 17, 2025)
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Master Data Science from Scratch

Begin your journey in Data Science with no prior coding experience.

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Learn Python the Smart Way

Build strong Python fundamentals tailored for data science workflows.

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SQL & Database Essentials

Understand how data is stored, queried, and managed through hands-on SQL lessons.

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Learnovate Support

The Learnovate Assist Support Model helps you at every stage of your learning so you’ll never feel alone or stuck.

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Exploratory Data Analysis (EDA)

Visualize and interpret patterns with Matplotlib, Seaborn, and Plotly.

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AI-Assisted Learning Experience

Experience interactive AI-powered labs that simplify coding and accelerate comprehension.

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Milestone & Capstone Projects

Apply your knowledge through structured milestone challenges and one major capstone project.

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Real Assessments & Skill Validation

Includes 11 skill exams and 125 quiz questions to evaluate your progress and mastery.

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Industry Tools & Ecosystem

Get hands-on with industry tools like Jupyter Lab, Pandas, Matplotlib, Seaborn, and Plotly.

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Build a Job-Ready Portfolio

Graduate with a professional portfolio and a foundation strong enough for Data Analyst roles.

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Expert Mentorship & Guidance

Learn under seasoned mentors with decades of experience in IT and data domains.

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Affordable, Transparent and Risk-Free Pricing

Simple, phase-wise payment plans with a 15-day money-back guarantee.

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Overview
Highlights
Tools & Technologies
Learning Roadmap
About Instructor
Why Choose Us
FAQs

Track Overview

Get an overview of this learning journey, crafted to give you practical exposure and a strong foundation in the subject.

The AI-Powered Python Data Science & Machine Learning career track is a structured, hands-on learning journey designed to transform beginners into confident data practitioners. Built around the latest industry practices and tools, this program provides a complete foundation in programming, analytics, statistics, and machine learning — with a strong emphasis on practical problem-solving.

You’ll begin by mastering Python programming and SQL for data management, then progress through powerful data analysis libraries like NumPy and Pandas, gaining the skills to clean, prepare, and transform raw data into meaningful insights. With Exploratory Data Analysis (EDA) and Statistics & Probability, you’ll build a solid analytical mindset, while Data Visualization & Storytelling ensures you can communicate your findings effectively.

From there, you’ll dive deep into Machine Learning Foundations, exploring both Supervised and Unsupervised Learning techniques that power today’s AI-driven applications. 

To strengthen your applied knowledge, the career track integrates milestone projects after major modules, giving you real-world experience in solving business-relevant problems. Finally, you’ll showcase your end-to-end expertise through a Capstone Project, where you design, analyze, and present a complete data science solution.

By the end of this career track, you will have:
  • A strong foundation in Python, SQL, and core data analysis libraries.
  • Practical experience in cleaning, analyzing, and visualizing real-world datasets.
  • A clear understanding of statistical principles and their role in data-driven decision-making.
  • Hands-on exposure to machine learning algorithms and how they are applied in business contexts.
  • A portfolio of milestone and capstone projects to showcase your skills to employers.

This career track is ideal for aspiring data scientists, analysts, and machine learning engineers who want to launch or pivot into a high-growth career in the data domain, backed by AI-powered tools and methodologies.

Track Highlights at a Glance

Discover the key features that make our career track unique - structured learning path, real-time projects, expert guidance, and globally recognized certification to help you achieve your goals faster.

Step-by-Step Learning Path – Start from programming basics and progress seamlessly to advanced machine learning concepts.
Hands-On, Project-Based Learning – Apply every concept to real-world datasets through milestone and capstone projects.
Industry-Relevant Tools & Libraries – Gain mastery in Python, SQL, NumPy, Pandas, Matplotlib, Seaborn, and Scikit-learn.
Practical Data Cleaning & Preparation Skills – Learn how to transform raw, messy datasets into structured, usable formats.
Strong Foundation in Statistics & Probability – Build analytical thinking to make data-driven decisions confidently.
Exploratory Data Analysis & Visualization – Discover patterns, trends, and insights with clear visual storytelling.
AI-Powered Approach – Explore how AI-driven techniques enhance productivity and decision-making in data science.
Supervised & Unsupervised Learning – Understand and implement core ML algorithms with hands-on practice.
Career-Ready Portfolio – Showcase milestone and capstone projects to demonstrate end-to-end problem-solving skills.
Beginner-Friendly Yet Comprehensive – Designed for absolute beginners, but detailed enough to prepare learners for data science and machine learning roles.

Master In-Demand Tools & Technologies

Our career track is designed to make you job-ready by providing exposure to modern frameworks, tools, and technologies. Build expertise that matches today's industry requirements.

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Step-by-Step Learning Roadmap

Our step-by-step learning roadmap ensures a smooth and seamless learning experience. Build strong foundations, sharpen your expertise, and gain practical skills at every stage — making you job-ready with confidence.

Step 1
[Phase 1]
Step 2
[Phase 1]
Step 3
[Phase 2]
Step 4
[Phase 2]
Step 5
[Phase 2]
Step 6
[Phase 3]
Step 7
[Phase 3]
Capstone Project(s)
[Phase 3]
Final Exam
[Phase 3]
Certification
[Phase 3]
Course + Exam
Python Programming Foundations for Data Science
Course + Exam
SQL Fundamentals for Data Science with MySQL
12Hrs 35Mins
Python for Data science (06 Mins)
Installing Python Software (04 Mins)
Python IDEs and Setup (Jupyter Notebook) (03 Mins)
Setting up Jupyter Themes (06 Mins)
Introduction to Data types (04 Mins)
Python Numeric Datatypes (11 Mins)
String Datatype (08 Mins)
Boolean and None Datatype (06 Mins)
Python Variables (05 Mins)
Chapter2 - Exercise (30 Mins)
String-Indexing and Slicing (11 Mins)
String Methods (08 Mins)
Strings are Immutable (07 Mins)
String Formatting (12 Mins)
Chapter3 - Exercise (30 Mins)
Creating and Accessing Lists (08 Mins)
List Methods (09 Mins)
Unpacking Lists (05 Mins)
List Comprehension (08 Mins)
Chapter4 - Exercise (30 Mins)
Creating Tuples (04 Mins)
Accessing and Joining Tuples (04 Mins)
Slicing Tuples (05 Mins)
Named Tuples (05 Mins)
Chapter5 - Exercise (30 Mins)
Python Sets (10 Mins)
Chapter6 - Exercise (30 Mins)
Python Dictionaries (10 Mins)
Dictionary Methods (08 Mins)
Chapter7 - Exercise (30 Mins)
Python Operators (15 Mins)
Conditional statements (11 Mins)
Mastering For loop (09 Mins)
While loop (13 Mins)
Chapter8 - Exercise (30 Mins)
Introduction to Python Functions (03 Mins)
Creating Functions (16 Mins)
Functions with Return Value (09 Mins)
Types of Function Arguments (13 Mins)
First Class Functions (13 Mins)
Functions with Default Arguments (10 Mins)
Functions with Variable Arguments(*args) (09 Mins)
Functions with Variable Keyword Arguments(*kwargs) (11 Mins)
Chapter9 - Exercise (30 Mins)
Variable Scope in Functions (05 Mins)
Keyword Global (06 Mins)
The Non-Local Keyword (05 Mins)
LEGB Scopes in Nested Functions (05 Mins)
Lambda Expressions (12 Mins)
Map, Filter and Reduce (11 Mins)
Chapter10 - Exercise (40 Mins)
Understanding Terminologies (05 Mins)
Creating Python Modules (04 Mins)
Working with Modules(Importing) (06 Mins)
Creating Packages (06 Mins)
Python Package Initialization (09 Mins)
PIP and PYPI (05 Mins)
Chapter 11 - Exercise (30 Mins)
Understanding Errors and Exceptions (05 Mins)
Handling Exceptions in Python (08 Mins)
Else and Finally Block (05 Mins)
Raising Exceptions (06 Mins)
ReRaising Exceptions (11 Mins)
Assert Statements (05 Mins)
Chapter12 - Exercise (30 Mins)

Learn from the Best. Grow with the Bold.

Meet your expert trainer and join India's most supportive tech learning community

Swaminathan
Expert Python, AI & Data Analyst Trainer
Learnovate Academy
Swaminathan Rajagopalan
Software Architect | AI powered programming Expert
Hi, I am Swaminathan Rajagopalan, your mentor for AI powered Python Data Science & Machine Learning Career Track.
I have over 25 years of experience in the software industry, managing several projects across various domains and have trained over thousands of professionals across various countries around the globe.
I also help absolute beginners, career switchers unlock their real skills, build real apps, and become job-ready using modern AI tools.
I am excited to share my knowledge and experience with you, and in the process help you increase your productivity using AI tools.
Join me in this Career Track and let’s take the first step towards your successful career together.

Why Choose Our Career Track?

We're proud to offer a unique learning experience that sets us apart

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Learn Practically from Experts

Our focus is on hands-on experience with Demos, Labs and Quizzes. You'll actively build projects, gaining practical skills that go beyond theoretical knowledge.

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Beginner-Friendly

Our Career Track is designed with beginners in mind. We start from the basics and guide you toward proficiency

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Comprehensive Curriculum

All program contents are structured after doing extensive research into the job market with the objective of learning key skills to succeed and cover a wide range of concepts with Demos, ensuring you get a well-rounded understanding of the topics covered.

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Real-World Scenarios

Our projects mirror real-world scenarios, giving you a taste of what it's like to work on projects in professional settings.

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Expert Guidance

Learn from seasoned professionals who bring their industry experience and insights into every lesson.

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Job-Ready Skills

Our contents will make you Employment Ready with skills that employers value and prepare you to contribute confidently to industry level projects

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Flexible Learning

Our online format allows you to learn at your own pace, fitting your studies into your busy schedule.

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Curriculum Updates

Our curriculum are updated regularly to ensure that it's in sync with the industry tailored to meet specific career goals.

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Learnovate Support

Learnovate Assist Support Model to handhold and assist you in every stage of your learning and you’ll never feel alone or stuck anymore

Frequently Asked Questions (FAQs)

Got questions? We've got you covered! Explore our FAQs to get instant answers and understand everything you need to know about & get all the clarity you need to start your journey with confidence.

  • Fresh graduates looking to start a career in tech
  • Professionals transitioning into high-demand IT roles
  • Experienced developers aiming to upskill and advance their careers
  • Anyone passionate about building a future-proof career in technology

    • No prior experience is required! Our career tracks are designed to take you from beginner to job-ready, with step-by-step guidance and hands-on projects.

    Each career track is divided into modules, starting with foundational concepts and progressing to advanced topics. You'll work on real-world projects, build a portfolio, and receive career support to land your dream job.

    Courses

    Our courses are designed to provide you with in-depth knowledge and practical skills.

  • Hands-on coding exercises and labs
  • Quizzes and assessments to test your understanding
  • Access to industry-relevant tools and technologies

    • Milestone Projects

    Milestone projects help you apply what you've learned in real-world scenarios.

  • Build mini-projects at the end of each course module
  • Receive feedback from mentors and peers
  • Exams to evaluate your project implementation

    • Capstone Projects

    Capstone projects are comprehensive assignments that showcase your skills to potential employers.

  • Work on end-to-end projects simulating real-world challenges
  • Collaborate with peers and mentors
  • Final exams to assess your problem-solving and technical skills

    • Yes! Upon completing a career track, you'll receive a certificate that can be securely shared and verified by employers, institutions, and organizations worldwide.

    Professionals in these fields earn competitive salaries, with entry-level roles starting at ₹6-10 LPA and experienced professionals earning ₹15-30 LPA or more, depending on the role and location.

    The duration varies based on your pace and the career track you choose. On average, most learners complete a track in 1-3 months with a commitment of 6-15 hours per week.

    Visit our Career Tracks page, choose your desired track, and click 'Buy Now' with exciting offers and discounts. Complete the payment process, and you'll gain immediate access to the Career Track materials.

    Email: support@learnovate.academy

    Phone: +91 9445334471

    WhatsApp: +91 9445334471

    If you have doubts while learning a career track, you can use our 'Support Q&A Forum' to raise your queries. Simply post your questions, and our team or community will assist you in resolving your doubts.

    We value your trust and strive to provide the best learning experience. If you're not satisfied with the Career Track, we offer a 15-day no-questions-asked refund policy. Simply send us a refund request via email within 15 days of purchase, and we'll process a full refund—no questions asked.

    Email: support@learnovate.academy

    Email: support@learnovate.academy

    Phone: +91 9445334471

    WhatsApp: +91 9445334471

    Yes, you'll have 5 Years access to the Career Track materials, including updates and new content added to the career track.

    No, we do not currently offer installment payment options. Payment for our Career Tracks must be made in full at the time of enrollment.

    No prerequisites are required for most career tracks. However, some advanced tracks may recommend basic knowledge of programming or IT concepts. Check the specific track details for more information.

    AI-Powered Python Data Science & Machine Learning

    ₹18000/-
    ₹30000
    (+ 18% GST)
    Kickstart your journey with your 1st Phase EMI of just ₹6000/-
    (Start learning today and pay in simple EMIs.)
    Begin Your Learning Journey!Buy Now
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