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Top 9 Most Essential Python Libraries For Beginners
People worldwide know Python as the most used programming language to date. Major tech companies like Google, Amazon, Meta, Instagram, and Uber use Python for various applications. From web development to machine learning projects, Python is an essential tool in a data scientist’s kit. Many understand... Read more
TensorFlow vs Keras as an ML Framework
The success of a machine learning (ML) project can often come down to the framework it uses. Different systems fit different situations and users, so selecting the proper library is an important step in delivering the desired results. In that spirit, here’s a comparison of two... Read more
Identifying Cross-Country Inflation Trends with an Autoencoder in TensorFlow
Editor’s Note: Isaiah Hull is a speaker for ODSC Europe 2022 this June 15th-16th. Be sure to check out his talk, “Machine Learning for Economics and Finance in TensorFlow 2,” there! The consumer price index (CPI) measures the cost of a fixed basket of goods and... Read more
Portrait Depth API: Turning a Single Image into a 3D Photo with TensorFlow.js
Editor’s note: This article was reposted from the TensorFlow Blog with permission. To learn more about Web ML, be sure to check out Jason Mayes’ session at ODSC Europe 2022 titled “Next Generation Web Apps: Create a Machine Learning Powered Smart Cam in the Browser with... Read more
TensorFlow for Computer Vision – Transfer Learning Made Easy
Writing neural network model architectures from scratch involves a lot of guesswork. How many layers? How many nodes per layer? What activation function to use? Regularization? You won’t run out of questions any time soon. Transfer learning takes a different approach. Instead of starting from scratch,... Read more
6 Trending Python Machine Learning Packages on PyPI
As the most popular programming language for data science, Python packages, frameworks, and libraries are pulled by the millions each month. Month-to-month, Python packages reflect growing trends in the field of data science; as NLP is talked about more often, so will we see more packages... Read more
2021 Top Trending Machine Learning Topics
Thanks to insights from our ODSC West researchers, attendees, and instructors we’ve pulled together some of the trending machine learning topics of 2021. We’re excited to host some of the leading experts and top contributors in each of these topics. Here are a few of our... Read more
Ten Trending Data Science Tools in 2021
The fields of data science and artificial intelligence see constant growth. As more companies and industries find value in automation, analytics, and insight discovery, there comes a need for the development of new tools, frameworks, and libraries to meet increased demand. There are some tools that... Read more
Turning a Keras Model into an Estimator
Google’s TensorFlow engine has a unique way of solving problems, allowing us to solve machine learning problems very efficiently. Nowadays, machine learning is used in almost all areas of life and work, with famous applications in computer vision, speech recognition, language translations, healthcare, and many more. ... Read more
Why TensorFlow Will Stand Out on Your Resume in 2021
You have likely heard about TensorFlow in the machine & deep learning circles for quite a while now, and for good reason. This Google-developed framework excels where many other libraries don’t, such as with its scalable nature designed for production deployment. With that, here are just... Read more