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Machine Learning Workshop - Lema Labs

Machine Learning Workshop - Lema Labs

Technology | English | 7hrs
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Lema Labs (Incubated at IIT Madras Incubation Cell) is a company founded by IIT Alumni under the guidance of faculty members of IIT Madras. They are striving to build an ecosystem for emerging technologies by providing support to stakeholders which include student community, educational institutions and the industry.

What is Machine Learning?

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI.


Chennai: 28th - 29th Dec, 2019

Coimbatore: 28th Nov - 29th Dec, 2019  

Bengaluru: 25th - 26th Jan , 2020    


9.30 AM to 5.00 PM both the days

Highlights of the workshop:

Fundamentals of ML

Data Processing

Linear Regression

Gradient Descent Algorithm

Hyperparameters Grid Search


Python Programming

Jupyter Notebook & Libraries - Numpy, Pandas, Scipy, Scikit and Matplotlib

Project: House Pricing Prediction & Hand Writing Digit Recognition

Deisgned in association with HyperVerge.


Day 1:

Fundamentals of ML

Types of Machine Learning

Linear Regression Problem

Python Programming basics

Coding Platform: Jupiter Notebook

Gradient Descent Algorithm

Day 2:

Classification Problem

Logistic Regression Model

Introduction to python: Scipy and Scikit

Handwriting Digit Recognition

Convert Images to raw data

Raw data to CSV

Accuracy Prediction and Optimization.

Program Fee: Fee for the program is Rs.4500/- (inclusive of all taxes) for working professionals & Rs.3000/- for college students. 

Program price includes:

2 days of training

Resource materials



Certification: Participants will be certified by Lema Labs Technologies Pvt Ltd and IIT Madras Alumni Association.

Rules and Requirements:

Participants must know about Matrices and Differentiation (Mathematics)

Every participant must bring One laptop of their own.

About Hyperverge:

Hyperverge is a Silicon Valley-based deep-learning startup funded by NEA, Milliways Ventures and Naya Ventures. HyperVerge has developed patent-pending technology for real-time analysis of images and videos obtained from sources such as satellites, surveillance cameras, industrial cameras, and documents. Their models lead the market with top accuracy values on many important data-sets and are optimized for deployments in real-world low bandwidth environments. Deep-learning networks built by HyperVerge are powering applications for large enterprise clients in security, energy, financial services, and defense.

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