ODSC Speakers: Blogs, Articles, and Tutorials from Data Science Experts

Stitching Open Source Components Together to Build an End to End Computer Vision Platform for Your Enterprise

Blogs from ODSC Speakers Machine Learning APAC 2021posted by ODSC Community August 27, 2021

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

Introducing ScaleDown: An Open-Source Neural Network Optimization Framework for TinyML Devices

Blogs from ODSC Speakers Conferences Machine Learning Modeling APAC 2021posted by ODSC Community August 25, 2021

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

Blogs from ODSC Speakers Conferences Deep Learning Modeling APAC 2021 Reinforcement Learningposted by ODSC Community August 25, 2021

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

Blogs from ODSC Speakers Business + Management Conferences APAC 2021posted by ODSC Community August 25, 2021

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

Blogs from ODSC Speakers Machine Learning Modeling West 2021posted by ODSC Community August 23, 2021

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

Blogs from ODSC Speakers Data Visualization Modeling nxvizposted by ODSC Community August 23, 2021

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

Blogs from ODSC Speakers Machine Learning Modeling Hyperparameters Tuning West 2021posted by ODSC Community August 23, 2021

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

Advances in Machine Learning for Software Engineering

Blogs from ODSC Speakers Machine Learning Modeling APAC 2021 Software Engineeringposted by ODSC Community August 19, 2021

Editor’s note: Aditya is a speaker for ODSC APAC 2021. Check out his talk, “Machine Learning for Software Engineering,” there! Today, society critically depends on software. The prevailing Covid-19 situation has accelerated the transition to a software-driven world even further. As the number of software applications... Read more

How to Improve Your Data Science Skills

Blogs from ODSC Speakers Career Insights APAC 2021posted by ODSC Community August 19, 2021

Hui Xiang Chua is a speaker for ODSC APAC 2021. Check out her talk, “Journey from Data Analyst to (Citizen) Data scientist,” there to learn more about important data science skills. Cultivating a data-driven mindset is the first key step to becoming better at data science... Read more

Using Text Features to Predict the Great Stock Market Crash of 1929

Blogs from ODSC Speakers Conferences Modeling NLP/Text Analytics Europe 2021 sentiment analysisposted by ODSC Community June 3, 2021

Predicting financial crises is notoriously difficult. This is primarily a consequence of the infrequency of such events and the instability of relationships between financial variables. However, it is also related to the contagious nature of financial crises: if one bank expects another to liquidate its holdings... Read more