Simplifying Time Series Forecasting, NVIDIA’s Neuralangelo, and Where Data Scientists Are Finding Jobs

ODSC - Open Data Science
ODSCJournal
Published in
4 min readJun 15, 2023

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Simplifying Time Series Forecasting: Replicating Monsaraida’s Solution on Kaggle for Retail Volume Predictions

By replicating Masanori Miyahara’s method, here’s how you can simplify a time series forecasting problem in the realm of retail and eCommerce.

Neuralangelo — NVIDIA’s Research for 3D Reconstruction Using Neural Networks

NVIDIA Research has introduced Neuralangelo, an advanced AI model that utilizes neural networks for 3D reconstruction.

Meet China’s Answer to OpenAI’s ChatGPT: Tongyi Qianwen

Alibaba rolled out its own ChatGPT-style LLM, Tongyi Qianwen, as the Chinese government hopes to shore up its own artificial intelligence technology.

Why Data Security is Critical to Creating Effective AI Programs

Traditional data security approaches fail to account for malicious attacks targeting AI initiatives. In no particular order, here are 3 reasons why data security is critical to building effective AI programs.

The Role of RTOS in the Future of Big Data Processing

RTOS is important in the operation of embedded systems because of their efficient real-time performance. Their deterministic nature also guarantees that task completion can be accurately determined and that there are no latency problems.

How to Fine-Tune and Serve LLMs Simply, Quickly, and Cost-Effectively Using Ray + DeepSpeed + HuggingFace

In this blog, we share a practical approach on how you can use the combination of HuggingFace, DeepSpeed, and Ray to build a system for fine-tuning and serving LLMs, in 40 minutes for less than $7 for a 6 billion parameter model.

Where Data Science, STEM, Business, & Sales Professionals Find Work

If you’re looking to find work in STEM, data science, or business, use this guide to see where others have found work in related roles.

How To Create Trust Between AI Builders and AI Users

To overcome AI trust challenges, both the builders and users of AI play an essential role in cultivating trust and creating an environment of transparency and accountability.

Elon Musk: China Will Take on AI Regulations

While speaking with Chinese leaders, Elon Musk said that their government will take on AI regulations due to risks and the need for oversight.

Top Data Science and AI News: May 2023

From StableVicuna to Midjourney 5.1, here’s some of the top data science and AI news from May 2023.

Google’s Product Studio: A Generative AI-Powered Image Maker

Google has announced the launch of Product Studio, a new tool that uses generative AI to allow merchants to easily create product imagery.

Paralyzed Man Walks Again Thanks to AI-Powered Tool

Swiss researchers were able to use AI in implants that acted as a bridge between the spine and brain, allowing a paralyzed man to walk.

First Speakers Announced for the Generative AI Summit

With our first-ever Generative AI Summit coming July 20th, this free virtual event will cover the topics you need to know to get started developing, using, and understanding generative AI — and here are some of the first speakers.

Partner Event: MLOps for Gen AI

Tuesday, June 27th

The influx of new tools like ChatGPT sparks the imagination and highlights the importance of Generative AI and foundation models as the basis for modern AI applications. Beyond the hype, operationalizing these large models securely in user-facing production applications is a new and complex MLOps challenge. In this session, we’ll share MLOps best practices based on real Gen AI use cases.

ODSC West Call for Speakers

Interested in sharing your thought leadership, expertise, or use cases with the data science community? Learn more about how you can speak and present at ODSC West here!

Upcoming Webinars:

Overcoming External Data Hurdles and Enriching Predictive Forecasts at Scale

Thu, Jun 22, 2023 12:00 PM — 1:00 PM EDT

Join this interactive session with experts from Ready Signal as they explore strategies to mature your data integration and decision intelligence processes.

How Programmatic Feature Discovery Changes the Data Science Workflow

Thu, Jun 29, 2023 12:00 PM — 1:00 PM EDT

In this talk, we will review automated feature engineering technology and discuss how data scientists can benefit from this technology to transform your data and enable AI applications.

A Path to Insights Starts with Trusted Data: Accelerating Decisions with Third-Party Data in Financial Services

Tue, Jul 18, 2023 12:00 PM — 1:00 PM EDT

Your ability to make confident decisions based on relevant factors relies on accurate data filled with context. That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success.

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ODSC - Open Data Science
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