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Large Language Models (LLMs) like OpenAI's GPT and Mistral's Mixtral are increasingly playing an important role in the development of AI-powered applications. The ability of these models to generate human-like results makes them the perfect assistants for content creation, code debugging, and other time-intensive tasks.
However, one common challenge faced…
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Stable Diffusion models are revolutionizing digital artistry, transforming mere text into stunning, lifelike images. These models, notably Stability AI’s Stable Diffusion XL, leverage Intel's GPU technology for creating incredibly detailed visuals from text. This blending of AI and creative expression is not just a technological leap but a gateway to…
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Data scientists were placed in an exciting position; while their job in the modern era requires them to use the programming language, there are still many business aspects their job needs to remember. That’s why the Python code used by Data Scientists usually reflects storytelling on how to…
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It's a great time to break into data engineering. So where do you start?
Learning data engineering can sometimes feel overwhelming because of the number of tools that you need to know, not to mention the super intimidating job descriptions!
So if you are looking for a beginner-friendly…
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…
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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’,…
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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…
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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…
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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…
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