AI and Machine Learning techniques

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Course No: PA0153
This is an advanced course providing broad introduction to machine learning and statistical pattern recognition.


This  course will be useful for all those who want to venture into data analysis using SAS ans is useful for following roles

  • Marketing Executives and Product Managers/li>
  • Quantitative Experts, Researchers and Analysts/li>
  • IT Executives and Managers/li>
  • Professional Service Agencies
Oh Yeah! We have some pre-requisite for this course. These are not mandatory but having them will certainly be a benefit for you.

  • Basic Desk top processing
  • Basic Applied Statistics
  • Basic Data Interpretation

  • Supervised learning
    • Generative/discriminative learning
    • Parametric/non-parametric
    • Neural networks
    • Support vector machines
  • Unsupervised learning
    • Clustering
    • Dimensionality reduction
    • kernel methods
  • Learning theory
    • Bias/variance tradeoffs
    • VC theory
    • Large margins
  • Reinforcement learning
  • Adaptive control
  • Applications: Data/Web/Text mining, Bioinformatics, Speech recognition etc

    • Regular

    $350

    ₹ 18,900
    • Slides Booklet
    • Tools/SW
    • Lab Booklet with Code Scripts
    • Class Room Demo
    • Hands On Training
    • Training Videos
    • Cloud Lab Access
    • Lifetime Support
    • Deliverable On Site
    • 30 Hours Class
    $ 350

    ₹ 18,900

    DLP

    $225

    ₹ 12,100
    • Slides Booklet
    • Tools/SW
    • Lab Booklet with Code Scripts
    • Class Room Demo
    • Hands On Training
    • Training Videos
    • Cloud Lab Access
    • Lifetime Support
    • Deliverable Via Post
    • 3 Months Access
    $ 225

    ₹ 12,100

    Online

    $175

    ₹ 9,500
    • Slides Booklet
    • Tools/SW
    • Lab Booklet with Code Scripts
    • Class Room Demo
    • Hands On Training
    • Training Videos
    • Cloud Lab Access
    • Lifetime Support
    • Deliverable Via Downloads
    • 3 Months Access
    $ 175

    ₹ 9,500

    Virtual Class

    $300

    ₹ 16,200
    • Slides Booklet
    • Tools/SW
    • Lab Booklet with Code Scripts
    • Class Room Demo
    • Hands On Training
    • Training Videos
    • Cloud Lab Access
    • Lifetime Support
    • Deliverable Via Downloads
    • 30 Hours Virtual Class
    $ 300

    ₹ 16,200

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