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Python


In my previous story Data Scientist — 12 Steps From Beginner to Pro I described how to master a profession from scratch. In this article, I will focus on the key skills required to become a Data Scientist. ? Hard Skills ? 1. Mathematical base Knowledge of machine learning techniques is an integral part of the Data …

There is no doubt that machine learning in general, is one of the most trending topics in the tech world in the past few years. And why not? It’s easy to see why with all of the really interesting use-cases they solve, like voice recognition, image recognition, and many more amazing things . It is …

If you are interested in the fields of artificial intelligence and machine learning, you’re probably planning your path forward in the exciting and dynamic world of programming. But which languages should you study if you see AI and machine learning in your future? With so many to choose from, you need to be strategic about …

The hype around AI is growing rapidly, as most research companies predict AI will take on an increasingly important role in the future. While business leaders are very interested in leveraging machine learning technology, there’s a talent shortage standing in the way. It turns out that there are very few developers that have the skills …

Solve real-world machine learning problems with Naïve Bayes classifiers. Naïve Bayes is a classification technique that serves as the basis for implementing several classifier modeling algorithms. Naïve Bayes-based classifiers are considered some of the simplest, fastest, and easiest-to-use machine learning techniques, yet are still effective for real-world applications. Naïve Bayes is based on Bayes’ theorem, formulated …

Data science is the discipline of making data useful. There is absolutely no doubt that this decade has bought loads of innovation in Artificial Intelligence. Besides Artificial Intelligence, we are witnessing a massive boost in the data generated from thousands of sources. The fact that millions of devices are responsible for this enormous spike in data …

Anaconda, Inc., provider of the leading Python data science platform, and IBM Watson (IBM) announced a new collaboration to help simplify enterprise adoption of AI open-source technologies. By working together, the two companies plan to help fuel innovation and address the AI and data science skills gap that many enterprises face today. Today, we see …

TF Dev Summit ’19 | TensorFlow.jl: A Julia Front End to the TensorFlow World Julia is a new dynamic scientific programming language that’s as fast as C while maintaining an easy-to-use syntax with powerful metaprogramming. In this talk, we’ll explore how the TensorFlow.jl package lets you seamlessly combine Julia with TensorFlow, TensorBoard, and your existing …

TF Dev Summit ’19 | TensorFlow Probability: Learning with confidence TensorFlow Probability (TFP) is a Python library built on TensorFlow that makes it easy to combine probabilistic models and deep learning on modern hardware (TPU, GPU). It’s for data scientists, statisticians, and ML researchers/practitioners who want to encode domain knowledge to understand data and make …

Overview This guide shows how to install Matplotlib, a Python 2D plotting library which produces publication-quality figures in a variety of hardcopy formats and interactive environments across platforms.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   …