Familiarity with Python & Machine Learning
Just over an hour!
With this step-by-step webinar, you will be able to complete your first Machine Learning competition! From analyzing the problem and data to constructing, refining, and verifying your model, learn how to cope with a data science project. You will also become acquainted with Kaggle and its competitions.
No Requirements
Just under 2,5h!
This workshop introduces absolute beginners to CSS. It covers everything you need to know about CSS, how it works, and all the basics from Box Model, Selectors, Media queries to Positions and Animation. The workshop will cover a real Demo where we are going to use CSS basics to create astonishing websites that stand out. We will also tackle the transition from CSS to TailwindCSS and some tips on how you can continue on your own.
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!
Beginner Friendly
Just 25 minutes!
Learn a new method of deploying ML models via a web app using only Python. Doing your demos and sharing your work was never this easy! Machine learning engineers are in high demand. With this technology's nearly limitless possibilities, employment opportunities in a wide range of fields are possible. However, because Machine Learning is a newer field, there aren't many courses devoted solely to it. This workshop delves into the fundamentals of machine learning using Python, a user-friendly and well-known programming language.
Beginner Friendly
Just under an hour!
Have you ever utilized an app or a website and wished you could make your own? If that is the case, this session is for you! Come learn the fundamentals of UX Design and how to construct your first mobile app or website mockup using the Design Sprint method. You will learn how to produce a UX design deliverable plus a tonne of advice on prototyping with Figma, the most incredible collaborative design tool!
Familiarity with Machine Learning
Under 30 minutes!
Are you curious to know how you can forecast the weather using machine learning? Then come to our free workshop! 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. More precisely, we will be using a modified version of UNet that is specialized in predicting precipitation.
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. We will do so by going through a selection of exercises and practical examples along with an in-depth explanation of each use case and follow-up exercises so you can keep practicing and improving!
Basic Web development & SQL knowledge is a plus.
Just under an hour!
Many websites and web applications rely on SQL-based databases to store and retrieve often crucial data. However, an unsafe manipulation of SQL queries can lead to one of the most dangerous web attacks: SQL injection. This workshop covers several sorts of SQL injection attacks, including practical examples, SQL injection automation with SQLMAP, defense methods, and more.
