MACHINE LEARNING
WORKSHOP
A 2 day workshop on ML.
MACHINE LEARNING WORKSHOP
A 2 day workshop on ML.
About Machine Learning Workshop
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.
Learn about tomorrow’s technology today with our 2 days workshop on Machine Learning.
Program Highlights
Fundamentals of ML
Python Programming
Data Processing
Linear Regression
Uni-variate Vs Multivariate
Gradient Descent Algorithm
Hyper parameters Grid Search
Classification Problems
Projects: Housing price 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
Workshop Day 1
- Fundamentals of ML
- Types of Machine Learning
- Linear Regression Problem
- Python Programming basics
- Coding Platform: Jupiter Notebook
- Matplot and Pandas libraries
- Gradient Descent Algorithm
Workshop 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
Workshop 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
Eligibility
This workshop is open for college students, graduates and working professionals.
Pre-Requisites
Basic knowledge of Differentiation and Matrices is an advantage. However, we will teach you from basics.
Upcoming Batches
Coimbatore
Date: Feb 22nd – Feb 23rd, 2020
Time: 9.30 AM to 4.30 PM
Venue: GCT, Coimbatore
Chennai
Date: Apr 11th – 12th, 2020
Time: 9.30 AM to 4.30 PM
Venue: IIT Madras Research Park
Bengaluru
Date: Apr 04th – 05th, 2020
Time: 9.30 AM to 4.30 PM
Venue: 91 Springboard, Koramangala
Testimonials