Machine Learning Course in Chennai

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Machine Learning in Chennai

Machine Learning is a field which allows system the ability to learn without explicitly programmed. It’s an application of artificial intelligence that provides the system to automatically improve and learn. The course focuses on the development of computer programs. Some machine learning methods

  • Supervised machine learning algorithms
  • Reinforcement machine learning algorithms
  • Unsupervised machine learning algorithms
  • Semi-supervised machine learning algorithms

The primary aim of Machine Learning Course in Chennai is to allow computers learn automatically without the help of human intervention. It analyzes a massive quantity of data.  Combining Machine Learning with Artificial Intelligence can make more effective in processing large volumes of information.

Machine Learning Curriculum

Introduction

  • What is ML?
  • Data, Problems, and tools
  • Visualization
  • Mat lab

Perceptron update rule

Linear Classification

Generalization

Classification errors

Perceptron convergence

Maximum margin classification

Regularization

Linear regression, estimator bias, and variance, active learning

Model selection criteria

Kernel regression

Logistic regression

Support vector machine (SVM) and kernels

Model selection

Kernel optimization

Description length, feature selection

Margin and generalization, mixture models

Combining classifiers, boosting

Mixtures and the expectation maximization (EM) algorithm

Boosting, margin, and complexity

Clustering

EM, regularization, clustering

Spectral clustering, Markov models

Probabilistic inference

Bayesian networks

Hidden Markov models (HMMs)

Learning Bayesian networks

Current problems in machine learning, wrap up

Guest lecture on collaborative filtering

At the end of the course

By the end of the course, the student will become a successful professional. After completion of this course, students will be able to:

  • Identify the various applications of machine learning algorithms
  • Classify the types of learning including supervised and unsupervised
  • Understand classification data and models
  • Perform supervised learning techniques: linear and logistic regression
  • Use machine learning with Spark
  • Use unsupervised learning algorithms including clustering, deep learning, and recommendation systems

How will this certification benefit students?

Machine Learning Course in Chennai will help you gain an advanced level of understanding in application algorithms like clustering, prediction, and classification. It course consists of Spark machine Learning. This is best suited for analytics professionals and scientists. FITA provides advanced learning on these topics.

We give you hands-on experience in high sought Machine Learning skills in supervised and unsupervised learning. FITA provides the unique case study which ensures working on with data during your study. Students will receive deep learning in Machine Learning Training in Chennai which is in great demand.

We have three branches located in Velachery, T Nagar and OMR which is very close to, Shollinganallur, Medavakkam, Mylapore, Perungudi, Ekkatuthangal, Porur, Tambaram, Saidapet, Choolaimedu, Thiruvanmiyur, Adyar, Camp Road, Ambattur, Aminjikarai, West Mambalam, Anna Nagar, Pallikaranai.

Clarify your doubts on Machine Learning Certification by emailing us to fitaacademy@gmail.com  Ping and get to know about us @ 9841746595