Learn Time Series Analysis Online: Free Course with AI Tutor & Certificate
You will learn how to predict future data trends using historical data. This free time series analysis course takes about 1 hour to complete. Across 7 modules and 25 video lessons, you'll master data exploration, decomposition, and forecasting models. It's perfect for data professionals wanting to build reliable predictive models.
Time Series Analysis course syllabus
01 Introduction to Time Series
- Applications of Time Series Analysis
02 Time Series Data Exploration
- Visualizing Time Series Data
- Descriptive Statistics for Time Series
- Identifying Patterns and Trends
- Handling Missing Data in Time Series
03 Time Series Decomposition
- Decomposing Time Series into Components
- Trend Analysis
- Seasonal Variation Analysis
- Residual Analysis
04 Time Series Smoothing Techniques
- Moving Averages
- Exponential Smoothing
- Holt-Winters Method
- Choosing the Right Smoothing Technique
05 Time Series Forecasting Models
- Introduction to Forecasting
- ARIMA Models
- Seasonal ARIMA (SARIMA)
- Evaluating Forecast Accuracy
06 Advanced Time Series Concepts
- Stationarity and Differencing
- Autocorrelation and Partial Autocorrelation
- Model Selection and Validation
- Introduction to Multivariate Time Series
07 Practical Applications of Time Series Analysis
- Time Series in Finance
- Time Series in Economics
- Time Series in Weather Forecasting
- Time Series in Inventory Management
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Time Series Analysis course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Data analysts looking to add time series forecasting to their skill set.
- Working professionals in finance or retail who need to predict future trends.
- Computer science students preparing for data science roles in India.
- Career switchers moving into machine learning and predictive analytics.
Prerequisites
- Basic understanding of statistics and Python programming is recommended.
- Familiarity with standard data analysis libraries like Pandas or NumPy.
- No prior experience with time series modeling is required.
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 Time Series Analysis course: free, structured and job-focused
The most practical skill you'll take away from this training is the ability to build time series forecasting models that predict future outcomes based on past trends. We start right away with the Applications of Time Series Analysis. From there, the curriculum moves through Time Series Data Exploration and Time Series Decomposition. You'll learn how to break down complex datasets into trend, seasonality, and noise components, giving you a clear picture of underlying patterns.
As you progress, the material covers Time Series Smoothing Techniques and dedicated Time Series Forecasting Models. We also tackle Advanced Time Series Concepts and finish with Practical Applications of Time Series Analysis. This ensures you can apply time series machine learning methods to real business problems, like sales forecasting or inventory planning. By the end of the 7 modules, you will have a solid grasp of time series analysis using Python concepts, preparing you for advanced data science roles.
LearnTube's setup is designed to fit your busy schedule, so you don't have to worry about strict deadlines. We curate the best YouTube video lessons and pair them with an interactive AI tutor. Every time you finish one of the 25 video lessons, the AI tutor gives you a quick quiz to test your knowledge. The learning experience is entirely free, and you can choose to get a paid certificate when you finish. With over 60,000 learners on the platform, you'll join a large community of people upgrading their tech skills.
Jobs you can target after learning Time Series Analysis
Time Series Analysis is a gateway skill for some of the fastest-growing roles in tech.
Cleans historical data and builds basic reporting dashboards.
Develops complex predictive models to forecast business metrics.
Deploys time series algorithms into production environments.
Typical entry-level salary ranges in India as of September 2026. Actual compensation varies by city, company and experience.
Earn a Time Series Analysis 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 Time Series Analysis course.
What software do I need installed for this time series course?
You will need Python installed on your computer, along with standard data science libraries like Pandas and Scikit-learn. A code editor like Jupyter Notebook or VS Code is also highly recommended for following along with the forecasting models.
Do I need prior experience to learn time series analysis?
Yes, having a basic foundation in statistics and Python programming helps immensely. While this course explains time series concepts from scratch, knowing how to manipulate data frames will make the 25 video lessons much easier to digest.
What job roles can I get after learning time series forecasting?
You can pursue roles like Data Analyst or Data Scientist. In India, entry-level data analysts typically earn between ₹4-7 LPA. Adding time series prediction skills makes your resume stand out for roles requiring advanced business forecasting.
Can I study this time series material at my own pace?
Absolutely. The entire course is self-paced, allowing you to watch the video lessons whenever you have time. You can easily access the platform on your mobile device, making it simple to complete the AI quizzes on the go.
Is this time series analysis course actually free?
Yes, all 7 modules and 25 video lessons are completely free to access. You only pay if you decide to purchase the optional certificate of completion at the end of the course to share on your resume.
How does the AI tutor work during the lessons?
After every single video lesson, our AI tutor generates a short quiz based on what you just watched. It helps reinforce the time series smoothing and decomposition techniques you learn, ensuring you actually remember the material.
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25 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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