Published in Towards Data Science·PinnedMember-onlyThe Future of Artificial Intelligence — Neuromorphic ComputingThe Deep Learning industry needs a new type of hardware—neuromorphic hardware—to be truly efficient. — Everyone in the field of Artificial Intelligence knows what neural networks are. And most practitioners know the huge processing power and energy consumption needed to train pretty much any noteworthy neural network. That is to say, for the field to develop further, a new type of hardware is needed.Neural Networks6 min readNeural Networks6 min read
Published in MLearning.ai·2 days agoMember-onlyNumerical Computation: The fun guide to Underflow and OverflowTwo elements of the wild world of numerical computing are waiting for you in this article! Have you ever had a calculation that was so small that you “couldn’t see” the right answer? In computation, we refer to this as underflow. On the other hand, have you ever tried using…AI5 min readAI5 min read
Published in DataDrivenInvestor·Jan 4Member-onlyModel Training and Evaluation — Overfitting and UnderfittingTraining your network the right way can make the difference between having a high-performance model, and having a failure of a model. There are several issues that may arise before and after training your network, that impairs its overall performance. However, the most well-known and also most prevalent issues are…Machine Learning5 min readMachine Learning5 min read
Published in DataDrivenInvestor·Dec 23, 2022Member-onlyHumanity’s future — Nuclear FusionHow would you feel having a sun burning in your backyard? At the first glance, pretty scared, right? But what if that tiny sun would give you an almost infinite amount of free electricity? To render your electricity bill null and allow you to mine as much bitcoin as you’d…Energy5 min readEnergy5 min read
Published in MLearning.ai·Dec 16, 2022Member-onlyThis is crazy! — ChatGPT talks about Meta’s AI — data2vec 2.0Intro Do you remember that old man called Facebook, which turned into Meta not so long ago? It seems that they are back in action, releasing data2vec 2.0 on December 15. Just after the release of ChatGPT. It seems the competition is heating up, but that is extremely fun for us…Artificial Intelligence4 min readArtificial Intelligence4 min read
Published in DataDrivenInvestor·Dec 10, 2022Member-onlyUnderstanding Domain AdaptationTransfer learning is a very well-known domain of machine learning, since it greatly reduces training costs and time, especially for neural networks. However, a subdomain of transfer learning called domain adaptation is not that widely known in the machine learning community, although it is well understood by expert data scientists…Data Science6 min readData Science6 min read
Published in MLearning.ai·Nov 28, 2022Member-only3 things all data scientists should add to the new year’s resolution listThe new year is almost here, and we all know this is the time for new year’s resolutions, which we most likely won’t follow through to the end. This is happening to all of us, you’re not alone. That’s why I recommend that you make a short list containing what…Data Science7 min readData Science7 min read
Published in DataDrivenInvestor·Nov 25, 2022Member-onlyElizabeth Holmes — Fake it ‘till you make it to 11 years in prison — A lesson to lying entrepreneursYou’ve all heard the saying “fake it ‘till you make it”. This is especially true if you are an entrepreneur or have interacted with one. That is the beginner entrepreneur’s motto, after all. Having this motto, there is no wonder that among the positions most favored by psychopaths, is the…Entrepreneurship3 min readEntrepreneurship3 min read
Published in MLearning.ai·Nov 21, 2022Member-onlyCheap and healthy recipes for lazy data scientistsIf you are a data scientist, you spend long hours reading, learning, coding, and experimenting. But most of all, you spend time thinking. All of this requires a lot of brainpower and thus, calories burnt. If you want to be at peak performance, you need to feed your body right…Data Science10 min readData Science10 min read
Published in DataDrivenInvestor·Nov 15, 2022Member-only4 data science projects you should do in orderIf you really want to become an expert in data science, you must do much more than just read about it. You must get your hands dirty and try developing some useful algorithms yourself. …Data Science7 min readData Science7 min read