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Pre-requisite

Machine learning training course for the following professionals in particular:
  • Developers aspiring to be a data scientist or machine learning engineer
  • Analytics managers who are leading a team of analysts
  • Business analysts who want to understand data science techniques
  • Information architects who want to gain expertise in machine learning algorithms
  • Analytics professionals who want to work in machine learning or artificial intelligence
  • Graduates looking to build a career in data science and machine learning

Experienced professionals who would like to harness machine learning in their fields to get more insights

Target Audience

Developer / IT Professionals

DURATION : 4 DAYS
Certification Body

Workshop Outline

Introduction to Artificial Intelligence and Machine Learning

  • Artificial Intelligence
  • Machine Learning
  • Machine Learning algorithms
  • Applications of Machine Learning

Techniques of Machine Learning

  • Supervised Learning
  • Unsupervised Learning
  • Semi-supervised Learning and Reinforcement Learning
  • Some Important Considerations in Machine Learning

Data Preprocessing

  • Data Preparation
  • Feature engineering
  • Feature scaling
  • Datasets
  • Dimensionality reduction

Math Refresher

  • Eigenvalues, Eigenvectors, and Eigendecomposition
  • Concepts of Linear Algebra
  • Introduction to Calculus
  • Probability and Statistics

Regression

  • Regression and Its Types
  • Linear Regression: Equations and Algorithms

Classification

  • Classification
  • Logistic regression
  • K-nearest neighbours
  • Support Vector Machines
  • Kernel SVM
  • Naive Bayes
  • Decision tree classifier
  • Random forest classifier

Unsupervised learning – Clustering

  • K-Means Clustering
  • K-means Clustering
  • Clustering Algorithms

Introduction to Deep Learning

  • Meaning and importance of deep learning
  • Artificial Neural networks
  • TensorFlow
Locations offered

On-demand Anytime Anywhere Instructor led training available

Chennai, Bangalore, Hyderabad, Pune & other major cities in India, USA, UK, Middle east, Dubai & Singapore.

Offers

Early bird / Group / Corporate Group / Festive offers available

Dreams Plus an Exin accredited organization for Training, Certification, Courseware in Chennai and in several other places with a professional EXIN certification.

To ensure a practical learning experience for our students, we conduct high-quality training using VMEdu’s online and classroom course material presented in multiple formats such as podcasts, video lecturers, simulated tests and mobile apps.

DreamsPlus an Peoplecert Accredited Organization for Training, Certification, Courseware in Chennai and several other places.

Leading training organisation with PearsonVUE test centre  facility. Our trained students and new students could use the testing facility to deliver more than 200+ It exams.. Pearson VUE — is  the global leader in computer-based testing.

Enjoy  your testing  and training  experience in one place.