Data Analytics

The tech industry is ever-expanding, offering countless opportunities for individuals interested in software engineering. For those interested in the self-taught route, it may be challenging to know where to start. Fortunately, Google offers free resources and courses to help one acquire the skills necessary to secure a software engineering role without a Computer Science degree. A…

Technological trends reveal a significant shift towards edge computing influenced by advancements in GenAI and conventional AI workloads. In the past, these AI workloads were exclusively reliant on cloud computing. However, realizing the constraints of cloud-based AI, such as data security concerns, network connectivity issues, and sovereignty issues, organizations are considering edge computing as a…

In the ever-changing digital landscape, search engines have adapted and evolved beyond just providing links to webpages and now offer advanced features like summarization, image generation, interactive research mode and question-answering chatbots. This makes researching, learning, and discovering things on the internet far easier. Despite Google's dominance in search engine usage, the rise of artificial…

MetaGPT is a multi-agent software system designed to create collaborative entities that can execute complex instructions. The system conceives itself as a “software company as multi-agent system,” signifying the varied nature of the collaborative entities it can formulate. Designed as both a standalone app and a Python scripts library, the software maintains flexibility and control…

Data professionals are widely sought after in various industries due to the increasing reliance on data analysis for decision-making and AI applications. As such, aspiring data scientists should equip themselves with several key skills concerning data extraction and analysis. This handy collection of how-to guides offers extensive tutorials on mastering SQL, Python, data cleaning and…

Large Language Models (LLMs), such as ChatGPT or Google Gemini, react quickly and generate human-like responses due to an emerging domain known as LLMOps (Large Language Model Operations). The response times must resemble a natural conversation, treating every interaction as a dialog between human beings, which is the primary goal of LLMs made possible through…

GitHub Actions is a powerful feature of the GitHub platform that allows for automating software development workflows, enabling developers to streamline their development process. In this tutorial, we demonstrate how to use GitHub Actions for a beginner Machine Learning (ML) project, and cover everything from setting up our ML project on GitHub to creating a…

Data science is an in-demand field, yet many aspirants often encounter challenges in landing a sought-after job due to high competition or the preference of employers for senior data scientists. However, the skills learned in data science can be used in multiple alternative careers, such as Machine Learning Engineer, Data Engineer, Business Intelligence Analyst, Data…

AI applications have gained significant traction, and for a good reason. Python, among other tools, makes it easier for businesses to create and deploy these applications. This article presents a detailed guide on creating an AI application using Python in 10 easy steps. Start with defining the problem you’d like to solve with AI. Whether it’s…

In the rapidly evolving world of data technology, companies are increasingly leveraging data science to gain a competitive edge. At the forefront of this field stands the data scientist, capable of generating immense value if equipped with the right skills. The following article presents five key skills that data scientists should acquire to stand out…