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Machine learning is changing the world that we live in. Top companies such as Facebook, Google, Microsoft and Amazon are looking for machine learning engineers and the average salary of a machine learning engineer is around 120k$ dollars.
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This full course on Machine Learning with Python 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).
These are the topics covered in this session:
-Agenda – 0:00
-Introduction to Python and Anaconda – 3:58
-Introduction to Pandas and Data Manipulation – 1:07:05
-Introduction to Numpy and Numerical Computing – 4:42:32
-Data Visualization – 5:10:58
-Statistics vs Machine Learning – 6:06:12
-Types of Statistics – 6:12:44
-Understanding Data – 7:54:39
-What is Reinforcement Learning? – 7:58:19
-Reinforcement Learning Framework – 8:53:46
-Q-Learning – 9:24:58
-Case Study on Smart Taxi – 9:51:08
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