Sponsored Post Me, a data scientist, and Jupyter notebooks. Well, our relationship started back then when I began to learn Python. Jupyter notebooks were my refuge when I wanted to make sure that my code works. Nowadays, I teach coding and do several data science projects and still, notebooks are the best tools for interactive coding and experimentation. Unfortunately, when trying to use notebooks in data science projects, things can get out of control quickly. As a result of experimentation, […]

By Vincent Granville, Ph.D., Author at MLtechniques.com Sponsored Post Very deep neural networks (VDNN) illustrated with data animation: a 40 second video, featuring supervised learning, layers, neurons, fuzzy classification, and convolution filters. It is said that a picture is worth a thousand words. Here instead, I use a video to illustrate the concept of very deep neural networks (VDNN). I use a supervised classification problem to explain how a VDNN works. Supervised classification is one of the main algorithms in supervised […]

Sponsored Post If you’re a data engineer or data scientist, you know how hard it is to generate and maintain realistic data at scale. And to guarantee data privacy protection, in addition to all your day-to-day responsibilities? OOF. Talk about a heavy lift. But in today’s world, efficient data de-identification is no longer optional for teams that need to build, test, solve, and analyze in fast-paced environments. The rise in ever-stronger data privacy regulations make de-identification a requirement, and the […]

Sponsored Post  By Georgios Loizou, AI & Machine Learning Product Owner at MOSTLY AI   Update: SDV changed their license model in 2023, and is NOT open-source anymore. As businesses attempt to extract relevant insights and build powerful machine-learning models, the need for high-quality, accurate synthetic datasets has grown. MOSTLY AI is excited to present our latest findings. In this blogpost we will present the results of an experiment comparing synthetic data generated by MOSTLY AI and by one of the […]

Sponsored Post   Devart, a leading provider of database connectivity solutions, is celebrating its 26th birthday. Devart has been at the forefront of delivering innovative solutions that empower businesses and developers to connect, manage, and optimize their databases seamlessly. With a rich history of providing top-notch database tools and unparalleled customer support, Devart has garnered a reputation for excellence in the tech industry. In honor of its 26th anniversary, Devart is expressing its gratitude to its loyal customers by offering an unbeatable […]

Sponsored Content    By Travis Addair & Geoffrey Angus If you’d like to learn more about how to efficiently and cost-effectively fine-tune and serve open-source LLMs with LoRAX, join our November 7th webinar. Developers are realizing that smaller, specialized language models such as LLaMA-2-7b outperform larger general-purpose models like GPT-4 when fine-tuned with proprietary data to perform a single task. However, you likely don’t have a single generative AI task, you have many, and serving each fine-tuned model with its […]

Sponsored Content    From November 6 (07:00 PST) to 20 (07:00 PST), 365 Data Science offers free unlimited access to its entire curriculum, featuring interactive courses, hands-on data projects, and certificates of achievement. This opportunity allows for in-depth data science and AI exploration—presenting a no-cost method to enhance one’s skills and knowledge. Enhancing Careers in Data Science and AI   For two weeks, 365 Data Science provides free access to its comprehensive suite of courses and resources. This initiative supports students […]

Sponsored Content   By Rajan Mistry Sr. Applications Engineer with the Qualcomm Developer Network Today, you can’t help but read the media headlines about AI and the growing sophistication of generative AI models like Stable Diffusion. A great example of a use case for generative AI on Windows is Microsoft 365 Copilot. This AI assistant can perform tasks such as analyzing your spreadsheets, generating content, and organizing your meetings. And while such intelligence can feel like magic, its capabilities don’t happen […]