Machine Learning Training Institute in Noida

Machine Learning gives computers the ability to learn without being explicitly programmed. It encompasses a broad range of approaches to data analysis with applicability across the biological sciences.

Trainers will introduce commonly used algorithms and provide insight into their theoretical underpinnings. In the practicals students will apply these algorithms to real biological data-sets using the R language and environment.

Local, instructor-led live Machine Learning (ML) training courses demonstrate through hands-on practice how to apply Machine Learning techniques and tools for solving real-world problems in various industries. APTRON Machine Learning Course in Noida covers different programming languages and frameworks, including Python, R language and Matlab. Machine Learning courses are offered for a number of industry applications, including Finance, Banking and Insurance and cover the fundamentals of Machine Learning as well as more advanced approaches such as Deep Learning.

Machine Learning training for graduates and professionals by APTRON, a leading Machine Learning Training Institute In Noida teaches you how to implement the Machine Learning technology on a real-time basis. We offer the best Machine Learning Course in Noida with practical and job-oriented training. We teach Machine Learning using Python. And at the same time, Machine Learning using R is also a part of our curriculum. We at APTRON impart knowledge which is both accurate and relevant to all candidates. Our trainers are working professionals and are experts in the field.

Benefits of Machine Learning Training in Noida

After you take up the courses from our institution, you are guaranteed to be benefitted from the following advantages: The course structure involves well-defined concepts that allows you to find the best fit data with high accuracy.

  • Get a certification after the evaluation of your performance.
  • The courses are available at an economical fee structure accompanied with real time projects.
  • Enables you to learn the high-value predictions that assist you to provide smart and better decisions without human intervention.
  • You will get the opportunity to choose the course packages as per the requirements i.e., beginner level and advanced level.

APTRON provides Machine Learning Training in Noida with the objective to teach the complete Data Warehousing Concepts in a simpler way. We are the Best Machine Learning Training Institute in Noida in-terms of real-time training and placement.

Machine learning is a growing field of computer science that grant computers the capacity to learn itself without being overtly and fully programmed. We give machines access to data from which they do learn themselves. Machine learning is a subset of Artificial Intelligence that automated data mining.

Machine Learning Syllabus

  • Introduction
  • What is ML?
  • Visualization
  • Data, Problems and tools
  • Matlab
  • Linear Classification
  • Perceptron update rule
  • Perceptron convergence
  • Generalization
  • Maximum margin classification
  • Classification errors
  • Regularization
  • Logistic regression
  • Linear regression, estimator bias and variance, active learning
  • Kernal regression
  • Support vector machine (SVM) and kernels
  • Kernel optimization
  • Model selection
  • Model selection criteria
  • Description length, feature selection
  • Combining classifiers, boosting
  • Boosting, margin, and complexity
  • Margin and generalization, mixture models
  • Mixtures and the expectation maximization (EM) algorithm
  • EM, regularization, clustering
  • Clustering
  • Spectral clustering, Markov models
  • Hidden Markov models (HMMs)
  • Bayesian networks
  • Learning Bayesian networks
  • Probabilistic inference
  • Guest lecture on collaborative filtering
  • Current problems in machine learning, wrap up