Data Science for Developers

Data Science for Developers

Main Speaker:


Maor Mugrabi

Tracks:

AI
Code
Data

Seminar Categories:

AI
Code
Data
Data Science & ML

Course ID:

50906

Date:

26/06/2024

Time:

Daily seminar
9:00-16:30

Location:

Daniel Hotel, Herzliya

Overview

AI stands for Artificial Intelligence. It refers to the simulation of human intelligence in machines programmed to think and act like humans. In other words, AI enables machines to learn from data, identify patterns, and make decisions based on that data, just like humans do.

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 focuses on the basic materials of data science using lectures and code, with an overview of the wide usages of the field.

 

Who Should Attend

Developers

Prerequisites

Basic Python knowledge 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

 

 

 



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