TensorFlow Archives

TensorFlow

TensorFlow Ecosystem for Efficient Deep Learning

Deep Learning Modeling TensorFlow West 2022posted by ODSC Community October 3, 2022

Editor’s note: Amita Kapoor is a speaker for ODSC West 2022 this November 1st-3rd. Be sure to check out her half-day training session, “Deep Learning with Python and Keras (Tensorflow 2),” there! Deep Learning today is a powerful and widely used tool for Artificial Intelligence and... Read more

Top 9 Most Essential Python Libraries For Beginners

Modeling Python Tools & Languages matplotlib numpy OpenCV Pandas Scikit-Learn TensorFlowposted by April Miller June 27, 2022

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

Machine Learning Modeling Keras TensorFlowposted by April Miller June 1, 2022

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

Blogs from ODSC Speakers Machine Learning Modeling Europe 2022 TensorFlowposted by ODSC Community May 31, 2022

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

Blogs from ODSC Speakers Deep Learning Modeling Europe 2022 TensorFlowposted by ODSC Community May 23, 2022

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

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