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Time Series Analysis is a major component of a Data Scientist’s job profile and the average salary of an employee who knows Time Series is 18 lakhs per annum in India and $110k in the United States. So, it becomes a necessity for you to master time series analysis, if you want to get that high-profile data scientist job.
This full course on Time Series Analysis will be taught by Dr Abhinanda Sarkar. Dr Sarkar is the Academic Director at Great Learning for Data Science and Machine Learning Programs. He is ranked amongst the Top 3 Most Prominent Analytics & Data Science Academicians in India.
He has taught applied mathematics at the Massachusetts Institute of Technology (MIT) as well as been visiting faculty at Stanford and ISI and continues to teach at the Indian Institute of Management (IIM-Bangalore) and the Indian Institute of Science (IISc).
Thus, keeping in mind, the importance of time series analysis, we have come up with this Full-course:
Topics Covered:
Introduction - 00:00:00
• Types of statistics - 00:06:18
• What is Time Series Forecasting? - 00:21:12
• Components of Time Series – 00:55:23
• Additive Model and Multiplicative Model in Time Series – 01:16:48
• Measures of Forecast Accuracy – 03:04:55
• Exponential Smoothing – 03:47:50
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Here is a list of our other full course videos, you can check out:
Data Science Tutorial: https://www.youtube.com/watch?v=u2zsY-2uZiE&t=680s
Python for Data Science: https://www.youtube.com/watch?v=edvg4eHi_Mw&t=15700s
Machine Learning with Python: https://www.youtube.com/watch?v=RnFGwxJwx-0&t=8732s
Statistics for Data Science: https://www.youtube.com/watch?v=Vfo5le26IhY&t=189s
Tableau Training for Beginners: https://www.youtube.com/watch?v=6mBtTNggkUk&t=1735s
Reinforcement Learning Tutorial: https://www.youtube.com/watch?v=f8bnkro3yXY&t=9940s
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With more than 5.4 Million+ learners in 170+ countries, Great Learning, a part of the BYJU'S group, is a leading global edtech company for professional and higher education offering industry-relevant programs in the blended, classroom, and purely online modes across technology, data and business domains. These programs are developed in collaboration with the top institutions like Stanford Executive Education, MIT Professional Education, The University of Texas at Austin, NUS, IIT Madras, IIT Bombay & more.
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