Posts by Egor Howell

[ad_1] My tips and experience to become a high quality data scientistPhoto by Tima Miroshnichenko: https://www.pexels.com/photo/man-in-white-dress-shirt-using-laptop-7567434/Once you become a data scientist, it’s a great feeling knowing that your days, weeks,…

[ad_1] Some of the struggles I face frequently as a data scientistPhoto by ThisIsEngineering from Pexels: https://www.pexels.com/photo/female-software-engineer-coding-on-computer-3861972/Ostensibly, it may seem that being a data scientist is all sunshine and rainbows…

[ad_1] How I would go about learning one of the world’s most popular programming languagesPhoto by James Harrison on UnsplashNowadays, Python is the go-to language for data science. Most cutting-edge…

[ad_1] What convolutional layers are and how they enable deep learning for computer vision”https://www.flaticon.com/free-icons/neural-network" title=”neural network icons”>Neural network icons created by juicy_fish — Flaticon..Unlike me and you, computers only work…

[ad_1] How you can improve the “learning” and “training” of neural networks through tuning hyperparametersNeural-network icons created by Vectors Tank — Flaticon. neural-network icons. https://www.flaticon.com/free-icons/neuralIn my previous post, we discussed…

[ad_1] Explaining how neural networks “train” and “learn” patterns in data by hand and in code using PyTorchImage by juicy_fish from Flaticon. Author has license from Flaticon to use image.In…

[ad_1] Explaining why neural networks can learn (nearly) anything and everythingPhoto by Google DeepMind: https://www.pexels.com/photo/an-artist-s-illustration-of-artificial-intelligence-ai-this-image-was-inspired-by-neural-networks-used-in-deep-learning-it-was-created-by-novoto-studio-as-part-of-the-visualising-ai-pr-17483874/In my previous article, we introduced the multi-layer perceptron (MLP), which is just a set of…

[ad_1] Discover the origins, theory and uses behind the famous t-distributionPhoto by lil artsy: https://www.pexels.com/photo/person-about-to-catch-four-dices-1111597/The t-distribution, is a continuous probability distribution that is very similar to the normal distribution, however…

[ad_1] Why correlation does not equal causation for time seriesPhoto by Wance Paleri on UnsplashIn time series analysis, it is valuable to understand if one series influences another. For example,…

[ad_1] An introduction and application of Docker for Data ScientistsPhoto by Ian Taylor on UnsplashBut it works on my machine?This is a classic meme in the tech community, especially for…