Editor’s note: Andrea and Jennifer are both speaking at ODSC West 2021. Be sure to check out their talk, “Practical Reinforcement Learning for Data Scientists,” there!

Reinforcement learning is a promising area of intense research within artificial intelligence. It addresses the problem of automatic learning of problem-solving optimally over time…

With ODSC West 2021 just around the corner, we couldn’t be more excited to announce our lineup of keynote and featured speakers. Collectively these speakers have founded companies, won numerous awards, and published hundreds of articles. Learn more about the ODSC West 2021 keynotes below.

ODSC West 2021 Keynote Speakers

Ethical AI is a topic that’s on many people’s minds these days. AI that adheres to well-defined ethical guidelines regarding fundamental values, including such areas like unbiased decisioning, individual rights, privacy, non-discrimination, and non-manipulation is a motivating factor in utilizing this important technology. Ethical AI places central importance on principled…

It’s that time again. We know you’re diligently working on your machine learning skills, and it’s time to find datasets worthy of the challenge. Whether you’re new to the field or looking for some inspiration, here are some great machine learning open datasets for training models. …

ODSC Warmup Guide to Apache Airflow

In this free-to-download warmup guide, you’ll learn everything you need to know to get started with Apache Airflow, including key terminology, installation, and use cases.

ODSC Guide to Data Science Careers

Looking for a new job in data science? Download our Guide to Data…

In this free-to-download guide, you’ll learn everything you need to know to start your data science career in 2021, including how to find a job in data science, core skills to stand out, resume tips, and so on.

Here’s a preview of what’s inside:

How to Prepare for a Career in Data Science

Just like any career, it’s not…

For most practitioners, the machine learning workflow is straightforward. Training, validation, and deploying models can all be done manually. As machine learning pipelines grow more complex and technical risks increase, however, this is no longer scalable either technically or culturally. Manual processes lack robustness and discipline and culturally fail to…

Since it was founded, the startup, Hugging Face, has created several open-source libraries for NLP-based tokenizers and transformers. …

What are two things your ideal employer is going to look for when you apply for that dream data science job? — Mastery of data science principles and real-world experience. The first one is easy to obtain. You can take free courses, sign up at your friendly neighborhood software school…

Natural language processing (NLP) including conversational AI is arguably one of the most exciting technology fields today. NLP is important because it works to resolve ambiguity in language and adds useful analytical structure to the data for a plethora of downstream applications such as speech recognition and text analytics. NLP…

ODSC - Open Data Science

Our passion is bringing thousands of the best and brightest data scientists together under one roof for an incredible learning and networking experience.

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