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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.

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