In this article, I’ll present a demo project for classifying the sentiment of posts from the Stocktwits social media. The community on Stocktwits is full of investors, traders, and entrepreneurs. Each message posted is called a Twit. This is similar to Twitter’s version of a post, called a Tweet. Using Pytorch, we’ll build a model around these twits that generate a sentiment score. …
Category: Data Science
Tensorflow Serving gRPC Endpoint in Docker with a .NET 5 Client …
Predicting English Premier League games based on Transfermarkt market values for the home and away team. It’s fascinating how close we can get to the bookies’ prediction with such a simple model. This proves the impact money has on the game of Football (Soccer). …
Pythagorean Expectation for the English Premier League …
Making Predictions in C# with a Pre-Trained TensorFlow Model via ONNX. …
If you have some beginner knowledge in Machine Learning and want to dive into Deep Learning with its’ modern applications in Computer Vision and NLP – taking the “Deep Learning Specialization” by Andrew Ng on Coursera is a great way to achieve that. Here is a full review of the Specialization. …
The Machine Learning course by Andrew NG at Coursera is one of the best sources for stepping into Machine Learning. It has built quite a reputation for itself due to the authors’ teaching skills and the quality of the content. Admittedly, it also has a few drawbacks. Here’s a complete course review: …
An article on stepping into Machine Learning as an experienced Developer. How to overcome self-doubt, Imposter Syndrome and get the right mindset. You’ll also see some great online courses to start with! …