Learn Advanced Data Science & Analytics Fundamentals Online: Free Course with AI Tutor & Certificate
In about 2 hours across 24 video lessons, this free online data science course covers essential analytics techniques. You'll start with an Introduction to Data Science and move through Python, predictive forecasting, and model evaluation. By the end, you'll know how to extract features and validate data models effectively.
Advanced Data Science & Analytics Fundamentals course syllabus
01 Advanced Data Science & Analytics Fundamentals
- Introduction to Data Science
- Data Exploration and Visualization
- Data Preprocessing and Cleaning
- Feature Engineering and Selection
02 Overview of Data Science Concepts
- Statistical Analysis for Data Science
- Machine Learning Basics
- Deep Learning Fundamentals
- Natural Language Processing Overview
03 Python for Data Science
- Introduction to Python for Data Science
- Data Manipulation with Pandas
- Data Visualization with Matplotlib and Seaborn
- Introduction to NumPy for Data Analysis
04 Predictive Analytics & Forecasting
- Introduction to Predictive Analytics
- Regression Analysis
- Time Series Analysis
- Forecasting Techniques
05 Data Mining and Feature Extraction
- Data Mining Techniques
- Dimensionality Reduction Methods
- Text Mining and Sentiment Analysis
- Feature Extraction for Machine Learning Models
06 Model Evaluation and Validation
- Model Evaluation Metrics
- Cross-Validation Techniques
- Hyperparameter Tuning
- Model Deployment Considerations
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Advanced Data Science & Analytics Fundamentals course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Data professionals looking to upgrade their predictive analytics skills.
- Software engineers in India transitioning into specialized data science roles.
- Business analysts who want to learn Python and advanced forecasting techniques.
- IT students preparing for technical interviews in data mining and model validation.
Prerequisites
- Basic understanding of programming logic and statistics is recommended.
- Familiarity with foundational Python syntax will help you move faster.
- A computer with internet access to watch videos and run basic code.
How learning works on LearnTube
The structure of a bootcamp, the price of free.
AI curates your path
Our AI picks the top 1% of video content for each topic and arranges it into a structured, goal-based curriculum. No more tutorial roulette.
Learn, then get quizzed
After every lesson, your AI tutor asks you a question and gives personalised feedback on your answer, so gaps get fixed immediately.
Finish with proof
Complete the course, build the capstone project, and claim a certificate recognised by 900+ hiring partners.
A complete Advanced Data Science & Analytics Fundamentals course: free, structured and job-focused
Over about 2 hours and 24 video lessons, this free data analytics course teaches you the core mechanics of analyzing and modeling data. You'll begin with the Advanced Data Science & Analytics Fundamentals module, followed by a clear Overview of Data Science Concepts. From there, the training moves into practical application. You will learn Python for Data Science and explore Predictive Analytics & Forecasting to anticipate trends. The final modules cover Data Mining and Feature Extraction, ending with Model Evaluation and Validation so you can test your models accurately.
LearnTube makes taking data science classes online highly interactive and engaging. Our platform pairs the best curated YouTube videos with an intelligent AI tutor that tests your knowledge as you go. You will take a quick quiz after every single lesson to make sure the concepts actually stick. The learning content is entirely free for everyone. If you need proof of your new skills for recruiters, you can easily add an optional paid certificate once you finish all 6 modules.
This data analytics online training is built for total flexibility. You can study on your phone or laptop at your own pace. With over 60,000 learners and 900 hiring partners in the LearnTube network, you'll be building technical skills that Indian employers actively look for.
Jobs you can target after learning Advanced Data Science & Analytics Fundamentals
Advanced Data Science & Analytics Fundamentals is a gateway skill for some of the fastest-growing roles in tech.
Cleans and interprets data to help companies make better business decisions.
Builds predictive models and algorithms to solve complex business problems.
Assists in training and validating data models for software applications.
Typical entry-level salary ranges in India as of August 2026. Actual compensation varies by city, company and experience.
Earn a Advanced Data Science & Analytics Fundamentals certificate employers recognise
Finish the course and claim a certificate you can share anywhere.
- Learn 100% free: every lesson, quiz and the AI tutor cost nothing
- Claim your certificate when you complete the course (an optional paid add-on)
- Recognised by 900+ hiring partners across India
- One click to share on LinkedIn and add to your resume
Why learners choose LearnTube
Real reviews from Google. You learn free, you get assessed free, and you pay only if you want the certificate.
Though I have 11 years of experience as an HRBP, the course helped me refresh my knowledge and gave me insights into new trends in the market. The modules were clear and easy to understand, and the quizzes were well designed. I have added the certificate to my LinkedIn profile.
I had a lot of doubts while learning, but the AI chatbot answered them in detail with simple summaries. The videos on the platform saved me a lot of time as I didn't have to search YouTube and watch random content.
Just earned my certificate in HR Management from LearnTube.ai! The platform is user-friendly and the assessment was a great way to validate my knowledge. Feeling proud of this accomplishment!
I enrolled in a LearnTube personalized course to get into a Data Analytics role. It helped me learn SQL in depth and gave me hands-on experience with Power BI. I attached the LearnTube certificate to my CV, it added credibility to my profile, and I'm currently in the interview process.
The interface is user-friendly and intuitive, making it easy to navigate the course. I encountered no errors during my time using the platform, which was a refreshing change from other online learning platforms.
Just cleared the Business Analyst assessment and got certified! Loved how the course simplifies big concepts like data-driven decision making into short, practical lessons. The automated quizzes kept me on track the whole time. Perfect boost for my resume!
The certificate gave me a real edge during my B.Tech. By the time I graduated, I had skills that set me apart from my peers, and the certification opened up more job opportunities. It gave me the confidence to stand out during interviews.
I manage many software projects as a General Manager and was looking for a good certification program to stay competitive. After researching many programs, I chose LearnTube and it was much better than I expected. The material is well-organized and practical, and what I liked most is the lifetime access.
Frequently asked questions
Everything learners ask before starting this Advanced Data Science & Analytics Fundamentals course.
Do I need any specific software installed?
No, you do not need heavy software immediately. You can complete the video lessons and quizzes directly in your browser. Later, installing Python and a basic code editor will help you practice the feature extraction concepts on your own.
What prior experience is required for this course?
You should have a basic understanding of programming and statistics. Since this covers advanced data science and analytics fundamentals, knowing basic Python syntax beforehand will make the predictive modeling and validation modules much easier to follow.
What job roles does this training prepare me for?
This prepares you for roles like Data Analyst, Junior Data Scientist, and Business Intelligence Associate. In India, entry-level professionals in these positions typically earn between ₹4 LPA and ₹8 LPA depending on the company and location.
Can I study at my own pace on a mobile device?
Yes, the platform is fully responsive and mobile-friendly. You can watch the 24 video lessons and take the AI tutor quizzes entirely on your phone, allowing you to complete the 2 hours of content at your own speed.
Are there any data analytics course fees?
The learning content is completely free. You can watch every video and take all the quizzes without paying anything. We only charge a small fee if you choose to buy the optional certificate after completing the modules.
How does the AI tutor work during the lessons?
The AI tutor tests your understanding immediately after each video. Once you finish a lesson like Introduction to Data Science, the AI generates a quick quiz. This helps ensure you actually remember the concepts before moving forward.
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