Statistical Machine Learning – 1 Day Virtual Workshop

Untitled design (5)
10
May
₹1,499.00 ₹899.00

When : 6th June 2020

 

Course Overview

This course provides a broad introduction to machine learning. It covers statistical inference, regression models, machine learning, and the development of data products. Topics include: (i) Supervised learning (ii) Unsupervised learning (iii) Best practices in deploying machine learning to production. The course will also draw from numerous case studies and application.

Learning Outcomes

One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will provide basic grounding in concepts such as training and tests sets, overfitting, and error rates. The course will also introduce a range of model based and algorithmic machine learning methods including regression, classification trees and random forests. The course will cover the complete process of building prediction functions including data collection, feature creation, algorithms, and evaluation.

Course Duration

This course will be conducted in an online setting for one day.

Pre-requisites

Familiarity with programming languages like Python or R is a nice to have

Lab Set-up

Windows, Linux or Mac

Python 3.x 

Anaconda

Scikit learn

 

Featured Review

Great course. Arun is an excellent instructor. He really knows his stuff. He is able to take complex concepts and skills and makes them simple and digestible. His explanations are practical which leads to a better understanding of the subject. The exercises are illustrative and useful. I will recommend this course to anyone who wants to learn machine learning, data science and deep learning.

Schneider Electrics

 

Techcovery
5
2020-05-21T14:01:12+00:00

Schneider Electrics

 

Great course. Arun is an excellent instructor. He really knows his stuff. He is able to take complex concepts and skills and makes them simple and digestible. His explanations are practical which leads to a better understanding of the subject. The exercises are illustrative and useful. I will recommend this course to anyone who wants to learn machine learning, data science and deep learning.
1
Techcovery

Instructor

Arun Panayappan is the Founder of Techcovery Solutions which has been in the training and consulting business for three years now. Arun Panayappan was the Vice President, Platform Engineering at www.goibibo.com which is India’s largest online travel agent. He has over 23 years of IT experience including 4 years of overseas experience.Techcovery has trained over 1000 participants in Data science and mentored 4 start ups during its existence. He has worked as a consulting CTO for companies like cogknit semantics, FirstIPO and Trip38. He is frequently consulted for data science architecture and strategy by corporations across the industry. In his role at Amazon, his technical decision-making skills enabled Kindle Topaz Operations Console to go global and scale seamlessly to meet seasonal load. He drove initiatives to hire and develop the best for the Category Expansions team that doubled in size during his leadership tenure while launching 70 new stores for www.amazon.com every year. He built highly scalable web crawling systems to monitor price changes at competitor sites for millions of products sold by Amazon. This system used statistical machine learning and modeled crawl frequencies using poison distribution. His team built the on-boarding experience of vendor platform(https://vendorexpress.amazon.com) to onboard and manage small and medium size vendors to increase selection and buying options. Prior to joining Amazon, he worked for Kuliza (www.kuliza.com), young start up by ex-Amazon employees, and had served the Research team at Accenture Technology Labs., India. He is an innovative and a tech-savvy leader. He sets a high bar for himself and his team on software design, quality and processes. He has a pleasing personality and excellent communication skills.

₹1,499.00 ₹899.00

Buy Now

World's best trainer delivers a one day hands-on interactive virtual workshop