Learn Big Data Analytics Online: Free Course with AI Tutor & Certificate
Beginners and aspiring analysts can use this free big data analytics course to master data cleaning, statistical analysis, and machine learning. Over about 9 hours and 39 video lessons, you'll learn to uncover patterns and build predictive models to make accurate, data-driven decisions.
What you'll learn in this Big Data Analytics course
Five concrete outcomes you'll walk away with, each mapped to modules in the curriculum below.
Understand the fundamentals of data analytics and its role in various industries.
Apply data cleaning techniques and best practices to ensure data quality.
Perform statistical analysis and hypothesis testing to make data-driven decisions.
Conduct exploratory data analysis to uncover patterns and insights.
Utilize predictive analytics and machine learning algorithms to make accurate predictions and build models.
Big Data Analytics course syllabus
01 Introduction to Data Analytics
- What is Data Analytics?
- Data Analytics Trends You Need To Know (2023)
- Roadmap To Learn Data Analytics Skill
- Top Jobs Within Data Analytics
02 Basics of Data Analytics
- Understanding the Role of Data Analytics
- Data Analytics Lifecycle and Process
- Exploratory Data Analysis (EDA) Techniques
- Data Visualization for Effective Analysis
- Key Tools and Technologies for Data Analytics
03 Data Preparation and Cleaning
- Importance of Data Quality
- Data Cleaning Techniques and Best Practices
- Handling Missing Values and Outliers
- Data Transformation and Feature Engineering
- Data Integration and Wrangling
04 Statistical Analysis and Hypothesis Testing
- Descriptive Statistics and Summary Measures
- Probability Distributions and Sampling Techniques
- Hypothesis Testing Fundamentals
- Parametric and Non-Parametric Tests
- Interpreting Statistical Results in Practice
05 Exploratory Data Analysis (EDA)
- Univariate, Bivariate, and Multivariate Analysis
- Correlation and Covariance Analysis
- Data Segmentation
- Visualizing Relationships and Patterns
- Extracting Insights from Exploratory Analysis
06 Predictive Analytics and Machine Learning
- Introduction to Predictive Modeling
- Supervised Learning Algorithms (Regression, Classification)
- Unsupervised Learning Algorithms (Clustering, Dimensionality Reduction)
- Model Evaluation and Selection
- Deploying Predictive Models in Real-World Scenarios
07 Big Data Analytics and Tools
- Introduction to Big Data Concepts
- Hadoop Ecosystem and Distributed Computing
- Apache Spark for Data Processing and Analysis
- Handling Large-Scale Data Sets
- Scalable Machine Learning on Big Data
08 Data Ethics and Privacy
- Ethical Considerations in Data Analytics
- Privacy and Data Protection Regulations
- Bias and Fairness in Data Analytics
- Responsible Data Collection and Use
- Ensuring Data Security and Confidentiality
Real-world projects you'll work on
Practice the exact kind of work Big Data Analytics professionals do on the job.
Predictive Customer Segmentation for Personalized Marketing Strategies
Real-time Fraud Detection and Prevention in Financial Transactions
Optimizing Supply Chain Efficiency through Predictive Demand Forecasting
Sentiment Analysis and Customer Sentiment Monitoring for Brand Reputation Management
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Big Data Analytics course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Students in India looking to build a career in data science or analytics.
- Working professionals wanting to add statistical analysis and predictive modeling to their skill set.
- Career switchers seeking big data classes online to transition into tech roles without high upfront fees.
Prerequisites
- No prior experience is required to start this course.
- Basic familiarity with computers and high school mathematics is helpful.
- A stable internet connection to watch the 39 video lessons.
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 Big Data Analytics course: free, structured and job-focused
Aspiring data professionals and curious beginners will learn how to process large datasets and extract valuable information in this big data training. You'll start with Introduction to Data Analytics and Basics of Data Analytics. From there, the syllabus moves into Data Preparation and Cleaning, Statistical Analysis and Hypothesis Testing, and Exploratory Data Analysis (EDA). You will master core fundamentals, apply best practices to ensure data quality, and conduct analysis to uncover hidden patterns.
The second half of your training focuses on advanced concepts like Predictive Analytics and Machine Learning, Big Data Analytics and Tools, and Data Ethics and Privacy. You'll put these skills to work through four hands-on projects. These include Real-time Fraud Detection and Prevention in Financial Transactions, and Optimizing Supply Chain Efficiency through Predictive Demand Forecasting. You will also build models for Predictive Customer Segmentation for Personalized Marketing Strategies, plus Sentiment Analysis and Customer Sentiment Monitoring for Brand Reputation Management.
LearnTube makes this big data analytics free course with certificate options highly interactive. We curate the best YouTube video lessons and pair them with an AI tutor. After every single lesson, like the very first one called What is Data Analytics?, you take a quick quiz to check your understanding. Learning is completely free. If you want to prove your new skills to employers, you can choose to buy an optional verified certificate at the end.
Jobs you can target after learning Big Data Analytics
Big Data Analytics is a gateway skill for some of the fastest-growing roles in tech.
Cleans datasets and performs statistical analysis to help companies make decisions.
Builds and maintains the systems that process massive amounts of company information.
Assists in creating predictive models and algorithms for business forecasting.
Typical entry-level salary ranges in India as of August 2026. Actual compensation varies by city, company and experience.
Earn a Big Data 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 Big Data Analytics course.
Is this big data analytics course actually free?
Yes, viewing all 39 video lessons and taking the AI quizzes costs nothing. You get full access to the learning materials. You only pay if you decide to purchase the optional certificate after completing the modules.
What do I get with the big data certification?
The paid add-on gives you a verified digital certificate. You can easily attach it to your resume or share it on LinkedIn to show the 900+ hiring partners in our network that you understand predictive analytics.
How is this different from watching regular YouTube videos?
We organize scattered videos into a structured syllabus with 8 clear modules. Our AI tutor then tests your knowledge with a quiz after every single video, ensuring you actually remember concepts like hypothesis testing and EDA.
Do I need to install any special software?
You can complete the video lessons and quizzes using just your web browser. For the four hands-on projects, you will need a basic code editor and common data science libraries installed on your computer.
Are there any big data classes for beginners?
This entire program is designed for people starting from scratch. The first module is Introduction to Data Analytics, and your very first video lesson simply explains what data analytics is before moving to harder topics.
How long does it take to finish the training?
Most learners finish the material in about 9 hours. Since the platform is entirely self-paced, you can watch the videos and complete the hands-on projects on your own schedule over a few days or weeks.
Can I learn big data analytics on my phone?
Yes, the LearnTube platform works perfectly on mobile devices. You can watch the lessons, answer the AI quizzes, and review your progress from anywhere as long as you have a stable internet connection.
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Start learning Big Data Analytics today, for free
39 lessons, an AI tutor that never gets tired, and a certificate at the finish line. All you need is an hour a day.
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