AIL203

Enquiry


CERTIFICATE IN MACHINE LEARNING

Description

An AI (ML) designer is a specialist in utilizing information to preparing models. The models are then used to computerize measures like picture characterization, discourse acknowledgement, and market estimating. Meanings of AI jobs can fluctuate. Regularly there is some reasonable cover or even conflation with information researcher or human-made consciousness (AI) engineer. AI is a subfield of AI that centres on dissecting information to discover relations between the information and the ideal yield. An AI designer creates a customized answer for every issue. The best way to accomplish ideal outcomes is to deliberately handle the information and select the given setting's best calculation.

Topics To Be Covered

  • Unit-1 Basics of Machine Learning
  • Unit-2 Methods for Machine Learning
  • Unit-3 Understanding Data with Statistics
  • Unit-4 Understanding Data with Visualization
  • Unit-5 Supervised Learning
  • Unit-6 Unsupervised Learning
  • Unit-7 Logistic Regression and Sigmoid Probability
  • Unit-8 Decision Tree
    • Unit-9 Naive Bayes Classifier Algorithm
  • Unit-10 Linear Regression Algorithms
  • Unit-11 Artificial Neural Networks
  • Unit-12 Support Vector Machine Algorithms
    • Unit-13 What is Clustering
  • Unit-14 K-Mean Clustering
  • Unit-15 Hierarchical Clustering
  • Unit-16 Improving