Best Machine Learning Training Institute in Bangalore

Author: Sirisha Sri

ZenRays offers the Best Machine Learning Training in Bangalore under well experienced trainers, Hands-on Experience, working on Real time live projects.Classroom and Online Training facilities are available for all the sessions, provides 100% Job assurance with the course completion certificate. We have branches in US, Europe and Singapore.We offer 20 + Programming languages Training in Bangalore - Koramangala, BTM Layout and Marathahalli. We also offer fast track Coding Bootcamps in Bangalore on Angular 2, JavaScript, ReactJS, AI and Spring and Hibernate. Our Trainers are 10+ years of experienced industry experts, and presently consulting many MNCs and Corporate organisations. All our classroom based courses also include students participating via Online facilities from various parts of India and across the Globe.

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All our candidates are happy because we deliver the best to them.

  • Hands-on Training: Practical and Project based training regularly without affecting the regular work hours.

  • LED based: We do not follow blackboard method. Training will be LED based where candidates code and learn

  • Time Benefit: Training happens for 1.5 hours for 15 days without affecting regular work hours

  • Training Mode: We have both on-premise and live online sessions

  • Trainers: All our trainers are IT consultants who will help you to solve real-time problems

  • Problem Solving Skills: Complete practical classes where trainer codes and implements real-time with participants.

  • Flexible Option: There is no restriction on number of participants. Choose based on your convinient timings.

  • Custom Training: For your custom content and project needs we do training at company premises

Simply put, Machine Learning is the process of finding computer algorithm patterns in data, analysis and statistics. It can analyse more bigger data and delivers the result faster and more correctly than humans. It is an inexpensive, affordable, quicker and powerful tool. For this very reason, ZenRays has introduced a course on Machine Learning Training in Bangalore. This course is available with Classroom or Online Live Stream sessions.

At ZenRays, we provide hands-on training and work on Live Project along with the Industry Experts. At the end of your course and Live Project, you will get Course Completion Certificate and Live Project experienced letter. We offer Placement Training in Bangalore. Check our other Software Courses in Bangalore

Machine Learning Training in Bangalore Class Schedule : Every Weekend Classroom & Online Sessions MACHINE LEARNING TRAINING COURSE SYLLABUS IN BANGALOREMODULE 1(COURSE CONTENT)

Introduction :

  • Introduction to Big Data and Machine Learning
  • Understanding Python and R

Machine learning Techniques

  • Types of Learning
  • Advice for Applying Machine Learning
  • Machine Learning System Design

Statistics

  • Basics of Statistics
  • Data cleaning
  • Data Exploration
  • Statistical Inference
  • PGM (Probabilistic graphical model)

Supervised learning

  • Regression
  • Simple linear regression
  • Multiple linear regression
  • Assessing performance
  • Ridge Regression
  • Features selection and lasso
  • Nearest neighbours and kernel regression
  • Classification
  • Decision Trees and CART
  • Support Vector Machines(SVM)
  • Naive Bayes
  • Project work - Cancer Detection, Fraud Analysis, Spam Filter creation

Unsupervised learning

  • Clustering
  • Overview
  • Types of Clustering
  • Types of Clustering Algorithms
  • K Means Clustering
  • Hierarchical Clustering
  • Difference between K Means and Hierarchical clustering
  • Applications of Clustering
  • Project Work: Social Media Analysis with Clustering

Recommendation

  • Recommender System Overview
  • Phases of Recommendation Process
  • Recommendation filtering Techniques
  • Evaluation metrics for recommendation Algorithms

SparkCore and MLlib

  • Spark Core
  • Spark Architecture
  • Working with RDDs
  • Machine learning with Spark – Mllib

Neural Networks

  • The Perceptron learning procedure
  • The back propagation learning procedure
  • Learning feature vectors for words
  • Object recognition with neural nets
  • Optimization: How to make the learning go faster
  • Recurrent neural networks
  • More recurrent neural networks
  • Ways to make neural networks generalize better
  • Combining multiple neural networks to improve generalization
  • Hopfield nets and Boltzmann machines
  • Restricted Boltzmann machines (RBMs)
  • Stacking RBMs to make Deep Belief Nets
  • Deep Learning

Image Detection :

  • Convolutional Neural Network(CNN)
  • Object Detetcion
  • Object Classification
  • Localization
  • Edge Detection
  • Stride, Padding
  • YOLO algorithm

Attend free demo classes, Register here http://zenrays.com/webform-enquiry

Contact us at +91 63624 54616 and 08041127272