Artificial Intelligence & ML

1,150.00

Two Day Certified Workshop
Free Study Material & SDK Kit to every Student
Dual Certificate of Excellence from ECell IIT Kharagpur & Robotech Labs

Accommodation

Clear

Machine Learning & Artificial Intelligence (AI)

 Machine learning is the subfield of computer science that, according to Arthur Samuel, gives “computers the ability to learn without being explicitly programmed.” Samuel, an American pioneer in the field of computer gaming and artificial intelligence, coined the term “machine learning” in 1959 while at IBM.

Artificial Intelligence

  • Introduction to Artificial Intelligence

 

Machine Learning

  • Introduction to Machine Learning
  • Applications of Machine Learning
  • Artificial Intelligence & Machine Learning
  • Database Mining & Machine Learning
  • Supervised Learning Introduction & Examples
  • Unsupervised Learning Introduction & Examples
  • Linear Regression & implementation
  • Introduction to Gradient Descent Algorithm
  • Linear Algebra review
  • Introduction to Neuron
  • Introduction to Network Architecture
  • Designing Neural Network Model
  • Model Representation Methods
  • Single Layer Neural Network
  • Multilayer Neural Network Architecture
  • Training the Network
  • Backward Propagation Training
  • Using the Network
  • Importing & Exporting Network
  • Importing & Exporting Training Data

Introduction to Neural Network

  • Introduction to Dynamic Neural Network
  • Neural Network Blocks

 

Examples and applications

  • Case Study: Character Recognition
  • Case Study: Iris Clustering
  • Case Study: Sales Prediction

 

Charges:

The Charges includes:

  • Handouts and training material
  • Certificate of Excellence from ECell IIT Kharagpur & Robotech Labs

Certification:

Certificate of Excellence from ECell IIT Kharagpur & Robotech Labs

Accommodation

To Organize this workshop in your college Click here & Fill the form.

9540 93 2700

Check out Summer School 2020

 

Event Schedule

1-2 Feb 2020 at IIT Kharagpur

Details

Duration: 2 Days
Venue: IIT Kharagpur

No. of Team Members: 1

**Limited number of seats

**If the Workshop gets cancelled, all the participants will be given full refund.

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