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https://www.eventshigh.com/detail/hyderabad/6fb0ba40f456811ae4abfc7f20316fce-advanced-neural-networks-workshop-with

Advanced Neural Networks Workshop - With Himanshu Singh

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Sat, 2 Feb 9:00AM - Sun, 3 Feb 6:00PM
ABCLearn
Rs 5000 onwards
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Details

Details

Neural Networks Workshop Syllabus

Neural Networks

  1. Biological Neural Networks
  2. Gradient-Based Learning
  3. Artificial Neural Networks

    1. Hidden Units
    2. Architecture
    3. Back-Propagation
    4. Activation Functions

  4. Python Application: Handwriting Recognition (MNIST Dataset) and Survival Classification (Titanic Dataset)

 Convolutional Neural Networks

  1. Convolution
  2. Pooling
  3. Convolution Functions
  4. Python Application: Handwriting Recognition (MNIST Dataset) and Survival Classification (Titanic Dataset)

 Recurrent Neural Networks

  1. Computational Graphs
  2. RNNs and Bi-Directional RNNs
  3. Encoder-Decoder
  4. Seq2Seq
  5. Problems with RNNs
  6. Python Application: Handwriting Recognition (MNIST Dataset) and Survival Classification (Titanic Dataset)

 Long Short-Term Memory

  1. Understanding LSTM Architecture
  2. Individual Components
  3. Benefits
  4. Python Application: Handwriting Recognition (MNIST Dataset) and Survival Classification (Titanic Dataset)

Gated Recurrent Unit

  1. Understanding GRU Architecture
  2. Individual Components
  3. Benefits
  4. Python Application: Handwriting Recognition (MNIST Dataset) and Survival Classification (Titanic Dataset)

 Industrial Projects

  1. Object Recognition and Classification using CNN
  2. Sentence Generation using RNN
  3. Sentiment Analysis of Movie Reviews using LSTM
  4. Time-Series prediction using GRU

 YOLO V3 Introduction

  1. Introduction
  2. Architecture
  3. Application: Object Detection on COCO and RACOON Dataset

 

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What will you receive?

What will you receive?

What will you receive?

  1. Certificate for Attending Workshop by Black Feathers Lab and ABC Learn
  2. Live Project Certificate by Black Feathers Lab
  3. Materials worth Rs. 2000/- to assist and supplement the workshop
  4. Free access to the recording of the session for 3 months
  5. A chance to work as an Intern for Black Feathers Lab

 

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Trainer Information

Trainer Information

Trainer Information:

Himanshu Singh

Senior Data Scientist (V-Soft Consulting)

AI Consultant (Black Feathers Lab)

Author - Practical Machine Learning and Image Processing (Apress)

6+ Years of AI Experience

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Map & Directions

Map & Directions
ABCLearn 4th Floor, Sri Raja Rajeshwari The Cloud, 2-20/2/A Near Kothaguda Cross Roads, Hitech City Rd, Land Mark Residency, Kothaguda, Hyderabad, Telangana 500084, India
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