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  • 5 лет назадОпубликованоGreat Learning

Time Series Analysis | Time Series Forecasting | Time Series Analysis in R | Ph.D. (Stanford)

Unlock the full Time Series Analysis Pro Course here: Course Introduction / Overview Mastering Time Series Analysis is essential for every aspiring Data Scientist. In this comprehensive course, led by Dr. Abhinanda Sarkar (Academic Director, Great Learning), you’ll dive into everything you need to excel at Time Series Forecasting. Using Python and the latest data science tools, you will work through practical, hands-on projects and real-world datasets. Whether you are a student, professional, or looking for a career change, this pro course equips you with knowledge and applied skills crucial for high-demand roles in Data Science and Machine Learning. How Time Series Analysis Works / Why It’s Important Time Series Analysis allows you to predict future trends based on historical data—one of the core techniques in data-driven industries. From banking and retail sales forecasting to stock market and weather predictions, time series models power critical decisions in companies worldwide. Mastering these methods will set you apart in today’s competitive job market, with average salaries reaching ₹18 LPA in India and $110K in the US for skilled professionals. What You’ll Learn By completing the Time Series Analysis Pro Course, you’ll gain: Expert knowledge in Time Series Forecasting fundamentals Insight into the components of time series data Skills to build and differentiate between Additive and Multiplicative Models Techniques to measure and improve forecast accuracy Mastery of Exponential Smoothing and real-world data science applications Practical skills for implementing complex models using Python Topics Covered / Agenda 🏁 Here’s your learning roadmap—jump right in! [00:00:00] Introduction [00:06:18] Types of Statistics [00:21:12] What is Time Series Forecasting? [00:55:23] Components of Time Series [01:16:48] Additive Model and Multiplicative Model in Time Series [03:04:55] Measures of Forecast Accuracy [03:47:50] Exponential Smoothing Further Learning / Programs Expand your expertise with more free and paid programs: Time Series Analysis in R (Free): Basics of Time Series in Data Science (Free): Multivariate Time Series Forecasting in R (Free): Time Series Analysis Stock Market Prediction Python (Free): What is Forecasting? (Free): PG Program in AI & Machine Learning (Paid): Artificial Intelligence for Leaders (Paid): No Code AI and Machine Learning (Paid): Why Watch This Video / Learn This Time Series is foundational for anyone pursuing analytics, forecasting, or machine learning. By watching this course, you’ll not only understand the models behind the insights but also develop practical, hands-on skills to build forecasting solutions that have a real impact. Don’t just learn—start applying these concepts to your own projects today! Perfect For / Target Audience ✅ Aspiring Data Scientists ✅ AI & ML Enthusiasts ✅ Analytics & Business Professionals ✅ Students & Career Switchers Social Media / Follow For Updates Stay connected for the latest courses & updates: Telegram: Facebook: LinkedIn: Blog: WhatsApp: