#Data Science

#Python

#Computer Vision

Introduction to Convolutional Neural Networks (CNNs)

Basic Understanding of Neural Networks

Under 45 minutes!

This workshop is a beginner's guide to computer vision. Introducing one of the most popular classes of models in the field: Convolutional Neural Networks (CNNs). You will learn the basics of CNNs, understand why this type of architecture became so popular (not only in computer vision, but in other applications as well!), and train your own model on the famous MNIST Fashion dataset!

Aiheeseen liittyvä Bootcamp

Data Science Program

Kokopäiväinen: 12 viikkoa | Osa-aikainen: 24 viikkoa

Remote

Gain the skills you need to make sense of the wealth of data available in our world. Manipulate data using Python and SQL; code your ML algorithms on vision, natural language tasks, and much more!

Hanki rajoittamaton pääsy lisää työpajamateriaaleja.

Tietokilpailuja, haasteita ja paljon muuta! Harjoittele samalla kun opit.

Muut työpajat

CSS

Front end

Tailwind

CSS Crash Course: Build your First Website

No Requirements

Just under 2,5h!

This workshop introduces absolute beginners to CSS where it covers everything you need to know about CSS, how it works, and all the basics.

Katso päällä

Data Science

Python

Deploy your Machine Learning model with Python

Beginner Friendly

Just 25 minutes!

Deploy ML models via a web app using only Python

Katso päällä

UX/UI

Figma

Introduction to Prototyping with Figma

Beginner Friendly

Just under an hour!

Learn the fundamentals of UX Design and how to construct your first mobile app or website mockup using the Design Sprint method

Katso päällä

Data Science

Python

Machine Learning for Precipitation Nowcasting

Familiarity with Machine Learning

Under 30 minutes!

We will show you how you can use radar images to predict precipitation. We will be using a model built on top of a fully convolutional network called UNet.

Katso päällä

Web Development

Javascript

Javascript for Beginners

Basic programming & Javascript knowledge is a plus.

Just under 1,5h!

In this workshop, we will explore Javascript’s core concepts with an emphasis on the newer features offered by ES6 syntax

Katso päällä

Data Science ML

Beginner Kaggle Machine Learning Competition

Familiarity with Python & Machine Learning

Just over an hour!

Analyzing problems and data, constructing, refining, and verifying your model, learn how to cope with a data science project, and get acquainted with Kaggle.

Katso päällä

Cyber Security SQL

SQL Injection for Beginners

Basic Web development & SQL knowledge is a plus.

Just under an hour!

This workshop covers several sorts of SQL injection attacks, including practical examples, SQL injection automation with SQLMAP, defense methods, and more.

Katso päällä