Zero to Hero Intro to ML (Machine learning )

What is ML? Create your first ML model Train the neural network Use the model Congratulations

Jul 27, 2023, 2:00 – 3:30 PM

10
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Key Themes

AIMachine LearningTensorFlowTensorFlow ExtendedWomen Techmakers

About this event

Say hello to the "Hello, World" of machine learning.

In this code lab, you'll learn the basic "Hello, World" of ML, where instead of programming explicit rules in a language, such as Java or C++, you'll build a system trained on data to infer the rules that determine a relationship between numbers.

Consider the following problem: You're building a system that performs activity recognition for fitness tracking. You might have access to the speed at which a person is walking and attempt to infer their activity based on that speed using a conditional.

Prerequisites

Before attempting this codelab, you'll want to have:

A solid knowledge of Python

Basic programming skills

What you'll learn

The basics of machine learning

What you'll build

Your first machine learning model

What you'll need

If you've never created an ML model using TensorFlow, you can use Colaboratory, a browser-based environment containing all the required dependencies. You can find the code for the rest of the codelab running in Colab.

If you're using a different IDE, make sure you have Python installed. You'll also need TensorFlow and the NumPy library. You can learn more about and install TensorFlow here. Install NumPy here.

When

When

Thursday, July 27, 2023
2:00 PM – 3:30 PM UTC

Agenda

Create your first ML model
Train the neural network
Use the model

Speaker

  • Soonson Kwon

    Google Machine Learning Ecosystem

    Developer Relations Program Manager

Facilitator

  • Or Manor

    Innovation Social Club

    Data Geek , Certified Systems Analyst, Mentor @Google WTM , Strategic Partnership Lead, Google Developers Group Chapter

Host

  • Or Manor

    Innovation Social Club

    Data Geek , Certified Systems Analyst, Mentor @Google WTM , Strategic Partnership Lead, Google Developers Group Chapter

Organizers

  • Or Manor

    Innovation Social Club

    GDG Rehovot Lead Chepter , Founder

  • Pini Levy

    SimpleSteps

    GDG Rehovot lead Team member

  • Eyal Ben-Ze'ev

    Eyal Ben-Ze'ev

    GDG Rehovot Team member

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