Deep learning for developers

Main Speaker

Learning Tracks

Course ID

42789

Date

23/11/2025

Time

Daily seminar
9:00-16:30

Location

Daniel Hotel, 60 Ramat Yam st. Herzliya

Overview

A fast-paced, practical introduction to deep learning for software developers. You’ll connect core ML concepts to real product use-cases, then implement small, working models end-to-end. By the end of the day, you’ll know when to use deep learning, how it works under the hood, and how to ship a minimal prototype.

Who Should Attend

Engineers, data-minded product folks and tech leads who want a grasp of modern ML without drowning in theory. Ideal if you’re building features with vision, time-series, or LLMs and need to speak confidently with data teams—or bootstrap models yourself.

Prerequisites

Working knowledge of Python.

Course Contents

Part 1
  • Intro to data science and machine learning
  • Deep learning concepts and applications
  • Hands-on: Setup local dev environment
Part 2
  • Building ML application
  • Hands-on: building neural network from scratch
Part 3
  • Understanding image filters and convolutions
  • Image classification project with CNN
  • Time series prediction with RNN
Part 4
  • Intro to LLM, how and why it understands us?
  • Intro to prompt engineering
  • Hands-on: Build a LLM powered app
 

The conference starts in

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