It’s no secret that supervised machine learning models need to be trained on high-quality labeled datasets. However, collecting enough high-quality labeled data can be a significant challenge, especially in situations where privacy and data availability are major concerns. Fortunately, this problem can be mitigated with synthetic data. Synthetic data is data that is artificially generated…

Image by Unsplash   A month into 2024 and I’ve never seen my LinkedIn profile so busy with ‘Open to Work’ banners and posts. 2023 was already tough, with a lot of companies announcing layoffs, and what’s even sadder is that the layoffs were quite brutal. Some were told ‘You’re fired, see you later’,…

Image by Author   SQL has become a must-have language for any data professional.  Most of us use SQL in our daily work, and after writing many queries, we all get our own style and have our habits, both good and bad.  SQL is usually learned by use, and in most cases, people do…

Image by Author   If you're preparing for data science interviews, you know how overwhelming it can be to go through all the available resources online. One can easily get lost in the details. That's why I'm excited to introduce you to a hidden gem of a resource: "The Data Science Interview Book" by…

Image generated by DALL-E 3   Machine learning has become a tool that brings competitive advantage to businesses. As the era progresses, the company has slowly become data-driven and relies on machine learning to help them. That’s why machine learning skills are in high demand. Learning machine learning can be challenging if you don’t…

Sponsored Content     📢   Join us for an exclusive opportunity to learn more about our Online Master of Science in Business Analytics program!   🚀   📅   Date: February 22 🕦   Time: 11:30 AM   During this information session, we'll delve into crucial aspects of the program: Program Details: Gain insights into the curriculum…

Image by Author   The world of machine learning (ML) is rapidly evolving, and it has become crucial to operationalize ML models. This is where MLOps comes in to transition ML models from experimentation to production seamlessly. The demand for skilled MLOps engineers is surging, and companies are willing to pay upward of 300K…

Image by Author   AI coding assistants have become an essential part of the development process, as they assist in code generation, comprehension, item search, and performing various tasks using prompts or code. Even cloud IDE platforms like Google Colab and Deepnote offer AI-assisted coding that can help you generate code and resolve issues. …

Sponsored Content   Image by DC Studio on Freepik   By Christian Buckner, SVP, Altair Anyone that has been following the news in the data analytics and artificial intelligence (AI) market knows that the past couple years have seen considerable change. Large analytics companies like Alteryx and Tableau have been the subject of mergers, acquisitions and privatization.…

Image by Author   Learning Python is super helpful if you’re looking to switch to a data career. But there is a lot to learn: from the basics of Python programming to data analysis, machine learning, and cracking coding interviews. So how do you find the best resources to learn them all? To help…