ASI Kolkata Chapter @NSHM Knowledge Campus, Kolkata brings to you
- Masterclass "Demystifying Artificial Intelligence" by Prof Dinesh Kumar, IIM Bangalore.
- Workshop on Machine Learning by Aditya P Dutta and Joydeep Mukherjee.
Mentored by IIM Bangalore | DCAL
**Workshop attendees will get certificates issued by IIM Bangalore.**
Workshop Outline
This course is intended to give a holistic understanding on statistical & machine learning and its application. The workshop will cover the following:
- Introduction to Statistics and Machine Learning
- Regression Analysis
- Classification Analysis
- MLOps
- Cluster Analysis
- Time Series Analysis
- Recommendation system
- Machine Learning in Cloud
Objective
In this course, you will learn the nuances of building supervised and unsupervised machine learning models on real life datasets. We'll introduce you to Anaconda framework, Python kernel through Jupyter Notebook for applying some of the statistical and machine learning algorithms which will become handy in solving challenging problems. At the end of the course you will develop a clear understanding of the need of machine learning algorithms and the context in which to apply these algorithms to solve complex problems from the field of business.
Who should attend ?
Irrespective of type of industry (retail, e-commerce, manufacturing, real estate & construction, telecom, hospitality, banking, healthcare, IT, supply chain & logistic, etc.); data forms the crux of decision making. This course is designed to hone up analytical skills and business acumen of mid-level and senior-level corporate professionals trying to understand the nuances of data science and help them with the machine learning techniques in an efficient way to generate insights for customers which in turn optimizes the bottom line of organizations. Academician and students who wish to teach and learn the use of Machine Learning techniques in real-time shall be equally benefited after the completion of the workshop.
Schedule
Demystifying Artificial Intelligence (masterclass)
by Prof Dinesh Kumar, Professor at IIM Bangalore
10:00 am to 1:00 pm | 24th November
Machine Learning with Python (workshop)
by Aditya P Dutta and Joydeep Mukherjee
2:00 pm to 5:00 pm | 24th November
10:00 am to 5:00 pm | 25th November
Fees:
Masterclass: Complimentary
Workshop: Rs 5000 + 18% GST