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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.
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🏁 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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