Data Science for Developers

Main Speaker

Guest Speaker

מרצה אורח

Learning Tracks

Course ID

42606

Date

03/12/2024

Time

Daily seminar
9:00-16:30

Location

John Bryce ECO Tower, Homa Umigdal 29 Tel-Aviv

Overview

Artificial intelligence allows machines to learn from data, recognize patterns and make decisions based on that data, just like humans do. Some main areas in AI are machine learning, natural language processing, computer vision, neural networks and more. This seminar will cover the basic concepts of data science through lectures and coding exercises, and provide an overview of the various applications of the field.     Several fields in AI focus on different aspects of artificial intelligence. Some main areas in AI are Machine Learning, Natural Language Processing, Computer Vision, Neural networks, and more.   This seminar will cover the fundamental concepts of data science through lectures and coding exercises, providing an overview of the field’s various applications.

Who Should Attend

Developers

Prerequisites

A basic familiarity with the Python language is required

Course Contents

  • AI introduction
  • Machine Learning
    • Supervised models
    • Unsupervised models
  • Natural Language Processing
    • Chatbots
    • Machine translation
    • Speech recognition
  • Computer Vision
    • Interpret and understand visual data
    • Models and tools
  • Cognitive Computing
    • Simulate human thought processes
    • Decision-making
    • Personalized marketing
  • Neural Networks
    • Deep Learning Overview
    • Image and speech recognition
    • NLP
  • Generative AI and pre-trained models
    • LLMs
    • Prompting
    • Tuning
    • Business Impact
     

The conference starts in

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