mumbai
Date
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  • orgName: info.entrench@gmail.com
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https://www.eventshigh.com/detail/mumbai/9c67f50991fb1f8d1905c37caa7c2d2d-artificial-intelligence-machine-learning-workshop

Artificial Intelligence & Machine Learning Workshop at IIT Bombay Aakaar'20

19.13343,72.913268
Sat, 25 Jan 10:00AM - Sun, 26 Jan 5:30PM
Rs 1500
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Details

Details

Aakaar'20 IIT-Bombay is presenting a workshop in association with Entrench Electronics Pvt. Ltd.

Registration Fee?
Rs. 1500/- INR / participant |2 Day 

Coupon Code: IITAIML100

What you will take after the course?
Pure knowledge and lots of learning.
Specialized Training from Domain Expert.
Individual hardware kit.
Software tool kit  & certification.
T-Shirt to every participant

What do you need to carry during the workshop?
Carry the payment receipt hard copy during the training.
Carry Aadhar Id for entry in IIT-Bombay. 

Terms & Conditions
Charges for the Workshop/Training is NON REFUNDABLE, NON TRANSFERABLE, NON-EXTENDABLE.
In case of cancellation of Workshop/Training from our side, the participants of the cancelled Workshop/Training will be given an option to be upgraded to another Workshop/Training. If the offer is denied by them, only then will they be considered for a refund.

If In Any Case Workshop is cancelled by Organizers due to any reason, we will refund the Workshop fee after deducting Bank Changes i.e. (INR150/-) per participant fee.
The refund will be in 3 stages: Verification>>Approval>>Bank Credit through the same mode of payment. A cash refund is NOT possible under any circumstance.
We are not responsible for any software failing to run/install on the participant's laptop owing to different configurations in laptops

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Course Content

Course Content

SESSION 1

Introduction of Artificial Intelligence

  • Introduction of Artificial Intelligence and Machine Learning
  • Brief introduction to Machine Learning for AI
  • Classification of Machine Learning and Deep Learning
  • Difference between Machine Learning and Artificial Intelligence
  • Machine Learning Techniques
  • Types of Learning
  • Machine Learning System Design
  • Supervised Learning- Regression Classification
  • Future scope, Machine Learning And Artificial Intelligence

SESSION 2

Python

  • Introduction to python
  • Conditional Statements
  • Looping, Control Statements
  • Lists, Tuple ,Dictionaries
  • Functions
  • Installing Packages
  • Jupyter notebook

SESSION 3

  Working on Various Python Library

  • Installing library and packages for machine learning and data science Matplotlib
  • Scipy and Numpy
  • Pandas
  • IPython toolkit
  • Scikit-learn

SESSION 4

Machine Learning

  • Logistic Regression
  • Linear Regression
  • K-Means Clustering
  • Support Vector Machines (SVM)
  • k-Nearest Neighbors (KNN) algorithm for classification

SESSION 5

Deep Learning

  • What is Deep Learning
  • What is Deep Learning
  • Why Deep Learning
  • Neural Networks
  • Types of Deep Learning
  • Arti cial Neural Network

SESSION 6

Introduction Neural Network

  • BASIC introduction Neuron
  • The Neuron Diagram
  • Neuron Models
  • Activation function
  • Binary Step Function Linear Function Sigmoid
  • Tanh
  • RELU
  • Leaky ReLU
  • Single-layer feed-forward
  • Multi-layer feed-forward
  • Feedforward Neural Networks

 Projects

  • Classifying MNIST digits using Random Forest
  • Customer churn prediction using ANN Image
  • Segmentation using OpenCv Face Detection using Haar
  • Cascades Making snapchat Filters

Query Session

Certificate & T-shirt Distribution

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Map & Directions

Map & Directions
IIT Bombay Powai Mumbai, Maharashtra 400076

Frequently Asked Questions

FAQs
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