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Multi-Modal Approach for Robotic Manipulation Tasks
Editor’s note: Alishba Imran is a speaker for ODSC West 2021. Be sure to check out her talk, “Machine Learning and Robotics in Healthcare Devices and Rehabilitation,” there! Contact-rich manipulation tasks in unstructured environments are especially complex to train and perform for machines and robots today.... Read more
Machine Learning With Graphs: Going Beyond Tabular Data
Note: The complete code for this post on machine learning with graphs can be found here.  Introduction When we think about data science and machine learning, we think about tabular data.  We have data organized in rows and columns that could be in the form of... Read more
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
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
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
10 Reasons Why Your Boss Should Let You Attend ODSC West 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
Prepare for Your ODSC West Conference Experience with Ai+ Training
Taking place over just a few days and featuring more expert-led training sessions, workshops, and talks than you could possibly attend in that time, ODSC West 2021, the leading applied data science training conference, can be overwhelming. Additionally, the extensive breadth and depth of the content offered... Read more
Develop and Deploy a Machine Learning Pipeline in 45 Minutes with Ploomber
It’s standard industry practice to prototype Machine Learning pipelines in Jupyter notebooks, refactor them into Python modules and then deploy using production tools such as Airflow or Kubernetes. However, this process slows down development as it requires significant changes to the code. Ploomber enables a leaner... Read more
Grow Your Data Science Career With the ODSC West 2021 Bootcamp
Bootcamps can be a great way to kick your career into gear. However, many traditional bootcamps are both time-consuming and expensive. At ODSC West, we offer a different kind of boot camp – one that is designed to help you identify passions and knowledge gaps and... Read more
More ODSC West 2021 Speakers Added to the Already Expert Lineup
We can’t wait for you to join us at ODSC West 2021 – our first in-person event in 2 years. This November 16th – 18th we’ll be gathering together data scientists and speakers from around the country for three days of applied instruction. Check out below... Read more