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When to Use Survival Analysis: Applications in Industry Data Science
Author’s note: This article on survival analysis was originally published on The Crosstab Kite. Survival analysis should be a standard part of every data scientist’s tool belt. Unless you work in clinical research, though, there’s a good chance it’s not part of yours.1 Sometimes data scientists... Read more
The three authors are speaking at ODSC APAC 2021. Be sure to check out their talk, “Stitching Open Source Components Together to Build an End to End Computer Vision Platform for Your Enterprise,” there! Imagine a scenario where you just got into a meeting with your... Read more
10 Reasons Why Your Boss Should Let You Attend ODSC APAC 2021
Staying current in a rapidly changing and developing field, while also staying on top of projects, is a challenge that never seems to go away. Attending training conferences can help you build new skills, expand your network, and recharge your creative juices. So, what are you... Read more
Take a Deep Dive into NLP at ODSC APAC 2021
ODSC APAC 2021 is right around the corner this September 15-16th, and while there’s something for everyone, NLP is sticking out as one of the focal points of this conference. Natural language processing is indeed special in the APAC region, namely because there’s a greater need... Read more
Introducing ScaleDown: An Open-Source Neural Network Optimization Framework for TinyML Devices 
Editor’s Note: Archana is a speaker for ODSC APAC 2021. Check out her talk, “Scaled-Down Package: Open-Source Neural Network Optimisation Framework for TinyML Devices,” there! Over the last decade, the popularity of smart connected devices has led to an exponential growth of Internet of Things (IoT)... Read more
How to Get Started with Deep Reinforcement Learning on a Variety of Use Cases
Editor’s note: Maggie is a speaker for ODSC APAC 2021. Check out her talk, “How to Get Started With Deep Reinforcement Learning on a Variety of Use Cases?” there! I, like many others, first heard of reinforcement learning (RL) in the context of games. I watched... Read more
How to Establish a Successful, Sustainable, and Scalable Data Science and AI Capability within an Organization
Editor’s note: Alex is a speaker for ODSC APAC 2021. Check out his talk, “How to Establish a Successful, Sustainable and Scalable Data Science and AI Capability within an Organisation,” there! With so much interest in data science, with all the promises of AI, and with... Read more
Towards More Energy Efficient Machine Learning Models
Editor’s note: Olaf de Leeuw is a speaker for ODSC West 2021. Be sure to check out his talk, “Towards More Energy-Efficient Neural Networks? Use Your Brain!” there! In recent years, machine learning models have evolved rapidly. Machine learning is a popular field and data scientists... Read more
Beautiful Graph Visualization with nxviz
When working with network (graph) data, being able to visualize it is immensely valuable. When a graph visualization is done well, it can help you provide immediate visual insights based on the structure of a graph. While NetworkX provides a built-in graph visualization library, other tools... Read more
Tuning Hyperparameters with Reproducible Experiments
Editor’s note: Milecia McGregor is a speaker for ODSC West 2021. Be sure to check out her talk, “Tuning Hyperparameters with Reproducible Experiments,” there! When you’re starting to build a new machine learning model and you’re deciding on the model architecture, there are a number of... Read more