Learn Data Modeling and Predictive Analytics Online: Free Course with AI Tutor & Certificate
Designed for beginners and aspiring data professionals, this free course teaches you how to structure data and forecast trends. You'll complete 7 modules in about 1 hour, starting with Understanding Data Models. By the end, you'll know how to build and implement basic predictive models.
Data Modeling and Predictive Analytics course syllabus
01 Introduction to Data Modeling
- Understanding Data Models
- Types of Data Models
- Importance of Data Modeling
- Tools for Data Modeling
02 Basics of Predictive Analytics
- What is Predictive Analytics?
- Applications of Predictive Analytics
- Key Concepts in Predictive Analytics
- Tools and Software for Predictive Analytics
03 Data Collection and Preparation
- Data Sources and Types
- Data Cleaning Techniques
- Data Transformation Methods
- Handling Missing Data
04 Exploratory Data Analysis (EDA)
- Introduction to EDA
- Descriptive Statistics
- Data Visualization Techniques
- Identifying Patterns and Trends
05 Building Predictive Models
- Introduction to Machine Learning Algorithms
- Supervised vs Unsupervised Learning
- Model Selection and Evaluation
- Overfitting and Underfitting
06 Feature Selection in Data Modeling
- Feature Selection Techniques
- Regression Analysis in Predictive Analytics
- Cross-Validation and Model Generalization
07 Implementing Predictive Models
- Training and Testing Data
- Model Deployment Strategies
- Monitoring Model Performance
- Updating and Improving Models
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Data Modeling and Predictive Analytics course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Students looking to enter the data science field with foundational knowledge
- Working professionals who want to add data forecasting to their current skill set
- Career switchers aiming for entry-level analyst roles in the India market
Prerequisites
- No prior experience is required to take this beginner-friendly course.
- A basic understanding of statistics or mathematics is helpful but not mandatory.
- Familiarity with spreadsheets or general data concepts will make the lessons easier to follow.
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 Modeling and Predictive Analytics course: free, structured and job-focused
Ideal for aspiring analysts and data enthusiasts, this free data modeling course teaches you how to organize information and forecast future trends. You'll begin by exploring the Introduction to Data Modeling, followed by the Basics of Predictive Analytics. From there, you will move through Data Collection and Preparation to ensure your datasets are clean and ready for analysis. The curriculum then guides you through Exploratory Data Analysis (EDA) so you can spot patterns before you start Building Predictive Models. Finally, you will tackle Feature Selection in Data Modeling and finish up by Implementing Predictive Models.
LearnTube makes mastering these predictive analytics classes highly interactive and efficient. Our platform takes top curated YouTube video lessons and pairs them with an AI tutor. You'll take a quick quiz after every lesson to test your understanding and correct mistakes immediately. With 27 video lessons packed into about 1 hour of content, you can learn at your own speed. The first lesson on Understanding Data Models sets a strong foundation for everything that follows.
Learning on our platform is completely free, meaning you don't have to pay to access the training. If you want to show off your new skills to employers, you can choose to buy an optional paid certificate once you finish. This data modeling training online is trusted by over 60,000 learners and backed by more than 900 hiring partners across India.
Jobs you can target after learning Data Modeling and Predictive Analytics
Data Modeling and Predictive Analytics is a gateway skill for some of the fastest-growing roles in tech.
Cleans datasets and builds models to identify business trends.
Applies predictive algorithms to solve specific business problems.
Creates reports and forecasts based on historical company data.
Typical entry-level salary ranges in India as of September 2026. Actual compensation varies by city, company and experience.
Earn a Data Modeling and Predictive Analytics 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 Modeling and Predictive Analytics course.
Is this data modeling course completely free to take?
Yes. You can access all 27 video lessons and AI-tutor quizzes without paying anything. The entire learning experience is free, while the official certificate is offered as an optional paid add-on.
Will I get a predictive analytics certification when I finish?
You have the option to purchase a verified certificate after completing all 7 modules. This document proves your new skills to employers and can be easily shared on your LinkedIn profile.
How is LearnTube different from watching normal YouTube videos?
We organize scattered YouTube content into a structured syllabus and add an AI tutor. Instead of passively watching, you will take interactive quizzes after every video to ensure you actually understand the material.
Do I need to install any specific software before starting?
No special software is required to begin learning. You can watch the videos and complete the quizzes directly in your web browser. Later on, you might want to use Python or Excel to practice.
How long does it take to complete the predictive analytics syllabus?
The course takes about 1 hour to finish. Since it is entirely self-paced, you can complete the modules in a single sitting or spread them out over a few days.
Is this predictive analytics training completely self-paced?
Yes. All 27 video lessons are pre-recorded and available on demand. You can log in and learn whenever it fits your schedule, making it easy to balance with other commitments.
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