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Career Track

CTDS01-Applied Data Science & AI Expert Program

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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

CTDS01-Applied Data Science & AI Expert Program

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.

Limited Time Exclusive Deal

With Attractive Discounts
₹18000/-
₹30000
(+ 18% GST)

Surprise - No need to pay entire amount!

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

Start learning today and pay with 3 Easy EMIs

1st Phase EMI Live₹6000
(+ 18% GST)

2nd Phase EMI ₹6000
(+ 18% GST)

Coming Soon (Tentative Date: November 17, 2025)

3rd Phase EMI ₹6000
(+ 18% GST)

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.

Transform Data into Intelligent Solutions
The Applied Data Science & AI Expert Program is a comprehensive, industry-focused career track designed to take learners from complete beginners to highly capable Data Science and AI professionals. Whether you are starting with no programming experience or looking to build advanced AI engineering skills, this program provides a structured learning journey that develops the knowledge, practical skills, and real-world experience needed to solve complex business problems using data and artificial intelligence.

Unlike traditional academic programs that focus heavily on theory, this program emphasizes practical application, hands-on learning, and real-world problem solving. Students do not simply learn concepts—they learn how to apply those concepts through guided demonstrations, coding exercises, real-world datasets, milestone projects, and production-grade implementations.

The program follows a carefully designed progression that enables learners to move confidently through each stage of the data science lifecycle. Beginning with Python programming and data handling fundamentals, students gradually advance into data analysis, machine learning, deep learning, natural language processing, computer vision, MLOps, cloud deployment, and modern Generative AI applications.

From Python Fundamentals to Production-Grade AI Systems
The curriculum is structured to mirror the evolution of a modern Data Science and AI professional.

Students begin by building strong foundations in Python programming, data manipulation, SQL, visualization, and working with real-world datasets. Once these core skills are established, they progress into statistics, exploratory data analysis, data preprocessing, feature engineering, and machine learning techniques that power predictive analytics solutions.

The advanced stages of the program focus on the technologies driving today's AI revolution, including deep learning, natural language processing, computer vision, large language models, retrieval-augmented generation (RAG), cloud platforms, distributed computing, and production-grade deployment practices. By the end of the program, learners will have the skills necessary to design, build, deploy, monitor, and maintain intelligent systems at scale.

The ultimate objective is not simply to teach tools and algorithms, but to develop professionals who can transform raw data into meaningful business value and intelligent solutions.

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.

Complete Zero-to-Expert Learning Path – Progress from Python programming fundamentals to advanced AI engineering through a structured, step-by-step curriculum.
From Python Fundamentals to Production-Grade AI Systems – Learn how to build, deploy, monitor, and scale real-world AI solutions using industry-standard tools and frameworks.
Three Progressive Learning Levels – Build expertise systematically through Beginner, Intermediate, and Advanced levels designed to develop skills in a logical progression.
Practical, Hands-On Learning Approach - Focus on learning by doing through coding exercises, demonstrations, real-world datasets, and practical implementations rather than theory alone
Comprehensive Data Science & AI Curriculum – Master Python, SQL, Data Analysis, Machine Learning, Deep Learning, NLP, Computer Vision, Generative AI, MLOps, Cloud, and Big Data technologies.
Real-World Business Use Cases – Apply concepts to practical scenarios and industry-relevant problems that mirror challenges faced by modern organizations.
Lesson Quizzes & Course-End Exams – Reinforce learning and validate knowledge through regular assessments, quizzes, and comprehensive examinations
Milestone Projects at Every Level – Consolidate learning through beginner, intermediate, and advanced milestone projects that build a strong portfolio of practical work
Production AI, MLOps & Cloud Deployment Skills – Go beyond model building and learn deployment, APIs, containerization, monitoring, cloud platforms, and scalable AI architectures.
Industry-Ready Capstone Project – Develop a complete end-to-end Data Science & AI solution that showcases your ability to transform data into intelligent business solutions.

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 0]
Step 2
[Phase 0]
Step 3
[Phase 0]
Step 4
[Phase 0]
Step 5
[Phase 0]
Capstone Project(s)
[Phase 3]
Final Exam
[Phase 3]
Certification
[Phase 3]
Course + Exam
DSBL01 - Python Programming Foundations
Course + Exam
DSBL02 - Advanced Python for Data Analysis
Course + Exam
DSBL03 - NumPy Fundamentals for Data Science and Machine Learning
Course + Exam
DSBL06-Working with Python Files, APIs & Real-World Data
Course + Exam
CMCR01 - SQL for Data Querying
Course + Exam
DSBL04 – Pandas Fundamentals for Data Science and Machine Learning
17Hrs 55Mins
Python for Data science (06 Mins)
Installing Python on Your Computer (24 Mins)
Installing Jupyter Notebook (20 Mins)
Customizing Jupyter Notebook - Jupyter Themes (20 Mins)
Introduction to Python Data Types (20 Mins)
Python Numeric Data Types (30 Mins)
Python String Data Type (25 Mins)
Boolean and None Data Types in Python (20 Mins)
Python Variables (15 Mins)
Chapter Quiz: Variables & Data Types (MCQs) (20 Mins)
Assignment: Working with Variables and Core Data Types in Python (30 Mins)
Assignment Solution: Variables & Core Data Types in Python (30 Mins)
String Slicing and Substrings (30 Mins)
Common String Methods – Part 1 (23 Mins)
Common String Methods – Part 2 (15 Mins)
String Immutability (21 Mins)
String Formatting in Python (31 Mins)
Escape Characters and Raw Strings (15 Mins)
Basic Text Processing Workflows & Best Practices (15 Mins)
Lab Exercise : String and String Formatting (30 Mins)
Introduction to Operators in Python (15 Mins)
Arithmetic and Assignment Operators in Python (20 Mins)
Comparison and Logical Operators in Python (20 Mins)
Membership and Identity Operators in Python (20 Mins)
Operator Precedence and Associativity (15 Mins)
Practical Use of Operators in Real-World Scenarios (20 Mins)
Creating and Accessing Lists (15 Mins)
Creating and Accessing Lists (08 Mins)
List Methods (15 Mins)
List Methods (09 Mins)
Unpacking Lists (10 Mins)
Unpacking Lists (05 Mins)
List Comprehension (10 Mins)
List Comprehension (08 Mins)
Python Lists and List Manipulations (20 Mins)
Creating Tuples (12 Mins)
Creating Tuples (04 Mins)
Accessing and Joining Tuples (13 Mins)
Accessing and Joining Tuples (04 Mins)
Slicing Tuples (10 Mins)
Slicing Tuples (05 Mins)
Named Tuples (10 Mins)
Named Tuples (05 Mins)
Comprehensive Self Review Quiz (20 Mins)
Chapter5 - Exercise (30 Mins)
Creating Sets and Understanding Their Nature (15 Mins)
Accessing and Modifying Sets (15 Mins)
Set Operations (Union, Intersection, Difference, Symmetric Difference) (12 Mins)
Frozen Sets and Practical Applications (12 Mins)
Python Sets (10 Mins)
Chapter6 - Exercise (30 Mins)
Python Sets – Self Review Quiz (15 Mins)
Dictionary Foundations: Structure, Creation & Access (10 Mins)
Modifying and Managing Dictionaries (10 Mins)
Python Dictionaries (10 Mins)
Iteration, Methods, and Dictionary Comprehensions (12 Mins)
Nested Dictionaries and Real-World Data Modeling (10 Mins)
Dictionary Methods (08 Mins)
Performance, Best Practices, and Applied Mini Project (13 Mins)
Chapter7 - Exercise (30 Mins)
Self Review Quiz - Python Dictionaries (15 Mins)
Introduction to Control Flow in Python (10 Mins)
Conditional Statements and Decision Logic (10 Mins)
Looping Concepts and Iteration Basics (10 Mins)
The while Loop and Loop Control (10 Mins)
The for Loop and Iterating Over Sequences (10 Mins)
Nested Loops and Iteration Patterns (10 Mins)
Practical Control Flow Patterns (10 Mins)
Python Control Statements – Self-Review Quiz (15 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.

    CTDS01-Applied Data Science & AI Expert Program

    ₹18000/-
    ₹30000
    (+ 18% GST)
    Kickstart your journey with your 1st Phase EMI of just ₹6000/-
    (Start learning today and pay in simple EMIs.)
    Copyright © 2020 - 2025 Learnovate Academy Private Limited