Image by Author   Do you remember that one data science course you signed up for but never got around to finishing? Well, you’re not alone. Most data science beginners enroll in one or more courses: free or paid. But because data science courses typically cover a wide range of topics—from programming to data…

Image by Author   Data orchestration has become a critical component of modern data engineering, allowing teams to streamline and automate their data workflows. While Apache Airflow is a widely used tool known for its flexibility and strong community support. However, there are several other alternatives that offer unique features and benefits.  In this…

Image by Author   Everybody wants a bite of the generative AI cake, from software developers to non-technical business leaders. Having all the information and skills required to take generative AI to the next level in your career or organization is all you need. You can now get this information with Amazon's free courses…

Image by Author   When working with data, especially if using our beloved Python language, the dictionary stands out as a fundamental data structure, ready to uncover its data to those who know how to unlock it.  A dictionary in Python is a collection that is both unordered and mutable, designed to store data…

Image by Editor   Wanting to learn a new skill or sector can be daunting, especially when paying a hefty cost. This is why KDnuggets are here to help you. Rather than going down the constant rabbit hole of trying to find the right course for you to learn about AI, we have compiled…

  In this blog, you will learn to visualize live data streams in real time, all within the comfort of your favorite tool, the Jupyter Notebook.  In most projects, dynamic charts within Jupyter Notebooks need manual updates; for example, it may require you to hit reload to fetch new data to update the charts. This…

Image generated with DALLE-3   In the ever-evolving landscape of technology, the data revolution emerges as a formidable force, reshaping the fabric of industries, economies, and societal norms. Data science and machine learning are at the heart of this transformative surge, serving as crucial catalysts for innovation. They propel us into an era where…

Image by Author   Profiling Python code is helpful to understand how the code works and identify opportunities for optimization. You’ve probably profiled your Python scripts for time-related metrics—measuring execution times of specific sections of code.  But profiling for memory—to understand memory allocation and deallocation during execution—is just as important. Because memory profiling can…

Image created by me with Microsoft Image Creator   Since OpenAI unleashed ChatGPT to the public, a flurry of discussions has emerged online about a new dream job: Prompt Engineering. It's touted as "AI's Hottest Job," promising six-figure salaries without the need for programming experience. Enthusiasts describe it as a job of the future,…

Image by DALLE   Finding the right platform or course is never easy when you are looking to learn something new. It consists of a lot of trial and error, and the worst thing is when you pay for them. You feel like you’ve been going around in circles trying to find the best…