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Certification in Machine Learning - Boston & Intel AI Academy


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INR 37990/-  INR 32990/-

What You'll Learn

Reviewing the types of problems that can be solved Understanding building blocks Learning the fundamentals of building models in machine learning Exploring key algorithms
Perfect blend of concepts, applications, tools and interpretation
Symbiotic relationship between the modules
Teaching fine details of what-to-do and how-to-do, The difference between over-fitting and under-fitting a model Bias-variance tradeoffs How it can be applied to regression and classification problems, Finding the optimal training and test data set splits, cross-validation, and model complexity versus
Recognize analytics applications in various business verticals
Learning on updated technology platforms
Complete application focused training

About

Machine Learning (ML) is a specialized sub-field of Artificial Intelligence (AI) where algorithms can learn and improve themselves by studying high volumes of available data. In this field, traditional programming rules do not operate; very high volumes of data alone can teach the algorithms to create better computing models. 

Requirements

  • A bachelor’s or master’s degree in Science/ Engineering/ Mathematics/ Statistics/ Economics or equivalent qualification with Mathematics/ Statistics as one of the subjects

Course Outline

  • Supervised & Unsupervised algorithms : eg. SVM, Ensembling Methods, PCA, MBA
  • Classification and feature selection, ANN, KNN
  • Model Validation
  • Key concepts like under- and over-fitting, regularization, and cross-validation
  • Optimization for Prescriptive Analytics
  • Analytics Applications in Business Verticals & Functions

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Student feedback

★★★★
3.5 average based on 2 reviews
Ramesh Kumar
★★ 1 month ago

Over All Good Content.

Vishal
★★★★★ 2 months ago

Provides good insights about the machine learning models.Highly recommended this course is good investment of time

Course Features

Scheduled Batches

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