Learn Predictive Analysis using Machine Learning Online: Free Course with AI Tutor & Certificate
This free predictive analytics course teaches you how to forecast trends using data. Over 1 hour and 25 video lessons, you'll master data preparation, model building, and evaluation. It's fully self-paced, offering an AI tutor to test your knowledge and an optional paid certificate.
Predictive Analysis using Machine Learning course syllabus
01 Introduction to Predictive Analysis
- Understanding Predictive Analysis
- Applications of Predictive Analysis
- Overview of Machine Learning in Predictive Analysis
02 Data Collection and Preparation
- Data Sources and Types
- Data Cleaning Techniques
- Data Transformation and Normalization
- Feature Selection and Engineering
03 Introduction to Machine Learning
- Supervised vs Unsupervised Learning
- Common Machine Learning Algorithms
- Evaluation Metrics for Predictive Models
- Overfitting and Underfitting
04 Building Predictive Models
- Linear Regression
- Decision Trees
- Random Forests
- Support Vector Machines
- Model Training and Testing
05 Model Evaluation and Optimization
- Cross-Validation Techniques
- Hyperparameter Tuning
- Model Performance Metrics
- Improving Model Accuracy
06 Practical Applications and Tools
- Introduction to Python for Predictive Analysis
- Using Scikit-Learn for Model Building
- Data Visualization with Matplotlib and Seaborn
- Case Study: Predictive Analysis in Action
- Ethical Considerations in Predictive Analysis
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Predictive Analysis using Machine Learning course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Data enthusiasts looking to transition into machine learning roles.
- Business analysts who want to forecast trends and make data-driven decisions.
- Students building a foundation in predictive analytics before applying for entry-level data jobs in India.
- Working professionals seeking a flexible, self-paced predictive analytics certificate program.
Prerequisites
- No advanced machine learning experience is required to begin.
- Basic understanding of data analysis concepts is helpful.
- Familiarity with high school level statistics is recommended.
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 Predictive Analysis using Machine Learning course: free, structured and job-focused
You can take this free predictive analysis using machine learning course entirely online, with an optional paid certificate available to highlight your new skills. Over the span of about 1 hour, you'll complete 25 video lessons that teach you how to anticipate future trends using historical data. The curriculum starts with a foundational lesson on Understanding Predictive Analysis, moving smoothly into practical techniques that data scientists use every day. This predictive modeling training is designed to build your confidence step by step.
As you progress through the 6 carefully structured modules, you will explore Data Collection and Preparation before moving into a solid Introduction to Machine Learning. Next, the course guides you through Building Predictive Models and Model Evaluation and Optimization. This ensures you know how to measure the accuracy of your forecasts. Finally, you will look at Practical Applications and Tools so you can apply these concepts directly to real business problems. You don't need a complex math degree to start, but having a basic familiarity with data concepts will help you grasp the material faster.
LearnTube makes studying highly interactive and flexible for all learners. We curate the best educational YouTube videos into a clear, structured learning path so you don't have to search for the right content yourself. To help you retain information, an AI tutor generates a quick quiz after every single lesson to check your understanding. You learn completely at your own pace from any device. Once you finish the predictive analytics classes, you can purchase a verified certificate to share with hiring managers on your resume or LinkedIn profile.
Jobs you can target after learning Predictive Analysis using Machine Learning
Predictive Analysis using Machine Learning is a gateway skill for some of the fastest-growing roles in tech.
Cleans business data and builds basic models to identify historical trends.
Develops and trains predictive models to automate decision making.
Uses historical data to forecast future performance and guide strategy.
Typical entry-level salary ranges in India as of September 2026. Actual compensation varies by city, company and experience.
Earn a Predictive Analysis using Machine Learning 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 Predictive Analysis using Machine Learning course.
Do I need prior experience to take this predictive analytics course?
You do not need an advanced technical background to start. The lessons begin with an Introduction to Predictive Analysis, making it accessible for beginners. A basic understanding of data and statistics will help you learn faster.
What software or tools do I need installed?
A standard web browser and a stable internet connection are all you need to watch the videos and take the quizzes. The course covers Practical Applications and Tools, but you will not need to install heavy software immediately.
Are these predictive analytics classes completely self-paced?
Yes. You can watch the 25 video lessons and take the AI quizzes whenever you have free time. There are no fixed schedules, allowing you to learn predictive analytics at a speed that works best for you.
Can I study this material on my mobile phone?
You can easily access the entire platform from your smartphone or tablet. The video lessons and AI-generated quizzes adapt perfectly to smaller screens, so you can study on your daily commute or while traveling.
What job roles does this predictive modeling training prepare me for?
This foundation helps you pursue roles like Data Analyst, Junior Machine Learning Engineer, or Business Intelligence Analyst. Entry-level salaries for these positions in India typically range from ₹3.5 LPA to ₹8.0 LPA depending on your specific skills.
How do I earn the predictive analytics certification?
After you finish all 6 modules and pass the AI tutor quizzes, you get the option to buy a verified certificate. You can then add this credential to your resume or LinkedIn profile to show employers your new skills.
Is the course content entirely free to access?
All 25 video lessons and the AI tutor quizzes are completely free to use. You only pay if you decide to add the optional certificate at the end of your studies to prove your completion.
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