Machine Learning

₹55,000.00(9% Off)
₹50,000.00
  Register

  Pay Online

For More Details Contact Us @

  +91-8197599904
  +91- 9591595919

Machine Learning
Machine Learning
Created by admin
What will I learn?
  • Two months intensive training with certification.
  • Apply artificial neural networks in practice
  • Understand the intuition behind self-organizing maps
  • To know what problems Machine Learning can solve , and how the Machine Learning process worksjavascript:void(0)
  • Understand the intuition behind artificial neural networks
  • Apply Convolutional neural networks in practice
  • The impacts Machine Learning & Data Science is having on society
  • How to avoid problems with Machine Learning, to successfully implement it without losing your mind
Who's this course for?
Probability and statistics
Basic Programming Knowledge.
Automata and Languages (added advantage)
For Deep Learning, basic coding & C++ is necessary
Just some high school level Mathematics is enough
Description

Machine Learning:

ML is one step closer to human mind in providing computers with the capability to learn without being exceptionally programmed. In order to do so, the computer is given an intention and performance measure, and it uses data and algorithms to train itself on how to get nearer and closer to the desired outcome until it succeeds.

Deep Learning:

The human brain does far more than linear thinking. It takes experience and context into consideration, as well as adapts continuously. For such complex and non-linear deductions, a machine learning technique called “deep learning” is usually applied. While a machine learning model self-learns by being fed more data, a deep learning model goes further by independently learning through its computing “brain.”

PROJECTS :

Implementing a Linear Regression model for predicting house prices from Boston dataset Implementing a Logistic Regression model for classifying Customers based on an Automobile purchase data set.

Artificial Intelligence:

AI involves machines that can perform tasks that are characteristic of human intelligence. While this is rather general, it includes things like planning, understanding language, recognizing objects and sounds, learning, and problem solving. We can put AI in two categories, general and narrow. General AI would have all the characteristics of human intelligence, including the capacities mentioned above. Narrow AI exhibits some facet(s) of human intelligence, and can do that facet extremely well, but is lacking in other areas. A machine that’s great at recognizing images, but nothing else, would be an example of narrow AI. At its core, machine learning is simply a way of achieving AI.

About the Trainer:

The trainer for our ML course is much experienced professional who is also a:

  • Research Fellow in AI, Microsoft Research, present
  • intern, IBM, Fall 2017
  • Machine Learning Engineer, Nebulaa Innovations, Summer 2017
  • Computer Vision Engineer, Ayasta Technologies, Summer 2017
  • Virtual Reality Research Intern, KoÇ University, Istanbul, 2015
  • The Trainer’s Specialization: AI/ML, Computer Vision, Self-Driving Cars.

Contact Us

+91 81975 99904 +91 81975 99950

Curriculum

Expand all2 Chapters

Module 1: Machine Learning?

Machine Learning

Objectives:

  • Linear Model regression
  • Linear Model Classification
  • Evaluation Metrics
  • Decision trees.
  • Random forests
  • Support Vendor Machines
  • Clustering Methods
  • Markov models

Linear Model regression

Linear Model Classification

Evaluation Metrics

Decision trees

Random forests

Support Vendor Machines

Clustering Methods

Markov models

Module 2: Deep Learning?

Deep Learning?

Objectives:

 

  • The Neural Network
  • Optimizers
  • Advanced Activations
  • Deep Neural Networks.
  • Convolutional Neural Networks.
  • State of the Art Networks
  • Deep Generative Models
  • Recurrent Neural Networks.
  • Embedding Spaces
  • CNN’s + RNN’s
  • GRU’s / LSTMs
  • Memory Augmented Networks
  • Multimodal Deep Learning
  • Deep Reinforcement Learning

The Neural Network

Optimizers

Advanced Activations

Deep Neural Networks

Convolutional Neural Networks

State of the Art Networks

Deep Generative Models

Recurrent Neural Networks

Embedding Spaces

CNN’s + RNN’s

GRU’s / LSTMs

Memory Augmented Networks

Multimodal Deep Learning

Multimodal Deep Learning

Register For Free Demo

Your message has been sent successfully. Thank you.
 
 
 
 
Students who viewed
View details
Avaiable on devices
₹13,999.00
PYTHON Certification course
January 30, 2019
Skill: Appropriate for all
Lectures: 12

Python training by Inventive  Academy is designed to help you master this much popular programming language with ease. Python is a naive interpreter based, high level object- oriented universal programming…

View details
Avaiable on devices
Personality Development
FREE
Personality Development
December 28, 2018
Skill: Appropriate for all
Lectures: 12

Skills In CommunicationCommunication is most important in life. The way in which a person speaks shows his ability and character. A well-spoken person has better chances of success in life…

View details
Avaiable on devices
FREE
DevOps
December 25, 2018
Skill: Appropriate for all
Lectures: 12

DevOps (“development” and “operations”) is a collaboration and communication of both software developers and IT professionals while automating the process of software delivery and infrastructure changes.  In this course, how…

OUR PREVIOUS BATCHES

WhatsApp chat