Machine Learning Workshop - Lema Labs, IIT Madras Incubation Cell
Apr 11 - 12 '20 | 09:30 AM (IST)
Event Information
Lema Labs (Incubated at IIT Madras Incubation Cell) is a company founded by IIT Alumni under the guidance of faculty members of IIT Madras. We 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.
Schedule:
Two days workshop on Machine Learning will be conducted at IIT Madras Research Park, Chennai on 11th - 12th Apr 2020.
Highlights of the workshop:
- Fundamentals of ML
- Data Processing
- Linear Regression
- Gradient Descent Algorithm
- Hyperparameters Grid Search
- Classification
- Python Programming
- Project: House Pricing Prediction & Hand Writing Digit Recognition
The program has been designed in association with Hyperverge.Inc
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.
Curriculum
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
The fee for the program is Rs.4500/- (inclusive of all taxes) per participant.
Program price includes
- 2 Days of Training
- Resource materials & Software
- Certification
- GST
Certification
Participants will be certified by Lema Labs Technologies Pvt Ltd and IIT Madras Alumni Association.
Eligibility:
- College Students, Graduates, and Working Professionals can attend.
Rules and Requirements:
- Basic knowledge of Differentiation and Matrices is a must.
- Every participant must bring a laptop
Accommodation & Food:
If you need accommodation, we could arrange it in PGs or Oyo Rooms nearby.
Tea/Coffee will be provided. Food is not included in the program fee, participants can avail it at the food court at the venue or order it from food delivery apps or bring from home.
For any queries, please contact us at +91 8056603335 or support@lemalabs.com
EVENT HAS ENDED
Don’t worry, you can explore
other similar events
EVENT HAS ENDED
VIEW SIMILAR EVENTS
Have a question?
Send your queries to the event organizer
CONTACT ORGANIZER
Host Virtual Events with
Townhall Learn More
Townhall Learn More