Learn Data Science Guided Projects Online: Free Course with AI Tutor & Certificate
Designed for aspiring analysts and developers, this free data science project course takes about 5 hours to complete. Across 40 video lessons, you'll learn to scrape data, perform exploratory analysis, and build machine learning models. By the end, you can deploy real-world classification and regression applications.
What you'll learn in this Data Science Guided Projects course
Five concrete outcomes you'll walk away with, each mapped to modules in the curriculum below.
Develop and implement data collection and web scraping techniques to gather real-world data from various sources.
Perform comprehensive exploratory data analysis to uncover insights and trends using advanced statistical methods and interactive visualizations.
Build, train, and evaluate machine learning models for both classification and regression tasks, including deep learning applications.
Deploy machine learning models into production environments using modern tools and frameworks, ensuring scalability and reliability.
Design and maintain end-to-end data science workflows, incorporating MLOps practices for continuous integration and deployment.
Data Science Guided Projects course syllabus
01 Python and Data Science Foundations
- Python data science environment setup
- Pandas DataFrame basics for data science
- NumPy arrays for data science
- Matplotlib data visualization basics
- Scikit-learn machine learning basics
- Jupyter notebook best practices data science
02 Data Collection and Web Scraping Projects
- Web scraping with Beautiful Soup tutorial
- API data collection with requests library
- Scraping dynamic websites with Selenium
- Building a stock price scraper project
- Social media data collection project
- Real estate data scraping project
- Building automated data pipelines
03 Exploratory Data Analysis Projects
- Sales data analysis project walkthrough
- Customer segmentation analysis project
- Financial data analysis project
- Healthcare data analysis project
- Time series analysis project
- Advanced statistical analysis project
- Interactive dashboard with Plotly
04 Machine Learning Classification Projects
- Email spam detection project
- Customer churn prediction project
- Credit card fraud detection project
- Medical diagnosis prediction project
- Image classification project with CNN
- Natural language processing sentiment analysis
- Ensemble methods for classification
05 Machine Learning Regression Projects
- House price prediction project
- Stock price prediction project
- Sales forecasting project
- Energy consumption prediction project
- Advanced time series forecasting
- Deep learning regression with TensorFlow
06 Model Deployment and Production
- Flask web app for machine learning model
- Streamlit dashboard for data science
- Docker containerization for ML models
- AWS deployment for machine learning
- Model monitoring and maintenance
- MLOps pipeline with GitHub Actions
- Production ML system architecture
Real-world projects you'll work on
Practice the exact kind of work Data Science Guided Projects professionals do on the job.
Predictive Analytics for Global Retail: Enhancing Customer Experience with Machine Learning
Real-Time Financial Data Scraping and Analysis for Investment Insights
Advanced Healthcare Diagnostics: AI-Driven Medical Prediction System
Sustainable Energy Solutions: Forecasting and Optimizing Consumption with AI
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Data Science Guided Projects course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Aspiring data scientists wanting hands-on practice with real-world datasets.
- Software developers looking to transition into machine learning and AI roles.
- Students in India seeking practical projects to build their technical portfolios.
- Business analysts who want to learn Python and predictive modeling.
Prerequisites
- Basic understanding of programming concepts is recommended.
- Familiarity with high school level mathematics and statistics.
- A computer with internet access to set up the Python environment.
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 Data Science Guided Projects course: free, structured and job-focused
Built for aspiring analysts and intermediate coders, this project based data science course teaches you how to turn raw data into deployed machine learning models. We start right at the beginning with your Python data science environment setup. From there, you'll move through 6 focused modules, including Python and Data Science Foundations, Data Collection and Web Scraping Projects, and Exploratory Data Analysis Projects. Instead of just watching theory, you actually build real applications.
The core of this program involves hands-on practice through 4 major applications. You'll tackle Predictive Analytics for Global Retail: Enhancing Customer Experience with Machine Learning. Next, you construct a tool for Real-Time Financial Data Scraping and Analysis for Investment Insights. You also create an Advanced Healthcare Diagnostics: AI-Driven Medical Prediction System, and finally work on Sustainable Energy Solutions: Forecasting and Optimizing Consumption with AI. To round out your skills, the final modules cover Machine Learning Classification Projects, Machine Learning Regression Projects, and Model Deployment and Production.
LearnTube makes this process engaging and highly practical. Every topic pairs curated YouTube video lessons with interactive AI-tutor quizzes that test your knowledge immediately after you watch. You get to learn entirely for free, completing all 40 video lessons at your own pace. Once you finish the material and projects, you can choose to add an optional paid certificate to verify your new technical skills for employers across our network of over 900 hiring partners.
Jobs you can target after learning Data Science Guided Projects
Data Science Guided Projects is a gateway skill for some of the fastest-growing roles in tech.
Builds predictive models and analyzes complex datasets to solve business problems.
Designs, trains, and deploys machine learning models into production environments.
Scrapes, cleans, and visualizes data to help organizations make informed decisions.
Typical entry-level salary ranges in India as of September 2026. Actual compensation varies by city, company and experience.
Earn a Data Science Guided Projects 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 Data Science Guided Projects course.
Is this data science project course free?
Yes. You can access all 40 video lessons and build every project completely free of charge. An optional paid certificate is available if you want to formally verify your new skills after finishing the modules.
How long does it take to finish the modules?
The entire syllabus takes about 5 hours to complete. Because the platform is fully self-paced, you can spread the video lessons and AI quizzes over a few days or finish everything in a single weekend.
Can I learn on my mobile phone?
Yes. LearnTube works smoothly on mobile devices, tablets, and desktop computers. You can watch the curated video lessons and take the AI-tutor quizzes anywhere, though you'll need a computer to code the actual projects.
What will I actually build during this program?
You will build four complete applications. These include a global retail predictive analytics tool, a real-time financial data scraper, an AI-driven healthcare diagnostic system, and a sustainable energy forecasting model.
Are data science skills still in high demand?
Yes. Companies across India and globally constantly need professionals who can analyze data and deploy machine learning models. Completing practical projects gives you a strong portfolio to show employers exactly what you can do.
Is this data science training self-paced?
Yes. The entire curriculum is completely self-paced. You watch the curated video lessons and answer AI-generated quizzes on your own schedule, meaning you never have to worry about strict deadlines or fixed timetables.
Do I need prior coding experience to start?
Having basic programming knowledge helps, but it isn't strictly required. The very first lesson covers your Python data science environment setup, guiding you through the initial steps before you tackle the main modules.
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