TensorFlow Archives - Open Data Science - Your News Source for AI, Machine Learning & more

TensorFlow for Computer Vision – Transfer Learning Made Easy

Deep Learning Modeling TensorFlow Transfer Learningposted by Dario Radečić March 4, 2022

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

Machine Learning Modeling Python Tools & Languages Keras mxnet ONNX PyTorch Scikit-Learn TensorFlowposted by ODSC Team September 28, 2021

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

Machine Learning Modeling cybersecurity Federated Learning Meta-Learning MLOps nlu Real-Time TensorFlowposted by Sheamus McGovern July 27, 2021

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

Featured Post Modeling AirFlow Auto-Sklearn CatBoost GPT-3 Kubernetes Neo4J Pandas PyTorch Reinforcement Learning Scitkit-learn TensorFlowposted by Alex Landa, ODSC June 24, 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

Machine Learning Modeling Keras TensorFlowposted by ODSC Community April 20, 2021

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

Data Visualization Deep Learning Machine Learning TensorFlowposted by Alex Landa, ODSC November 23, 2020

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

10 Notable Frameworks for NLP

Modeling NLP/Text Analytics bert chainer ernie frameworks Keras NLP PyTorch Scikit-Learn spaCy TensorFlowposted by Elizabeth Wallace, ODSC February 28, 2020

Natural Language Processing hit its big stride back in 2017 with the introduction of Transformer Architecture from Google. State of the art approaches helped bridge the gap between humans and machines and helped us build bots capable of using human language undetected. It’s an exciting time.... Read more

5 Deep Learning Frameworks to Consider for 2020

Deep Learning Modeling caffe frameworks Keras microsoft cognitive toolkit TensorFlowposted by ODSC Community February 24, 2020

Enough of flirting with deep learning and deep learning frameworks; it’s time to glide across the room and say, “Hello.” Call it an advanced subfield of machine learning or future to enhanced vision in the field of technology, deep learning won’t stop now! Imbibed in the... Read more

Major Updates to the Most Popular Data Science Frameworks in 2019

Featured Post Modeling Tools & Languages 2020 chainer Fast.ai Keras mxnet PyTorch Scikit-Learn Spark spark mllib TensorFlowposted by Daniel Gutierrez, ODSC January 28, 2020

This time last year we brought you a detailed report of all the important updates for popular data science (machine learning and deep learning) frameworks throughout 2018. The developers of these frameworks continue to innovate at an accelerated rate. Data scientists demand more powerful tools in... Read more

Top 7 Machine Learning Frameworks for 2020

Machine Learning Modeling caffe firebase Keras microsoft cognitive toolkit PyTorch Scikit-Learn TensorFlowposted by Elizabeth Wallace, ODSC January 27, 2020

Machine learning is a nightmare without some kind of structure. You can’t build everything from scratch, especially if you’re in a business setting. Even if you want to (and if you do, comment here and tell us about it!), you don’t have time in most cases.... Read more