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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…
In the dynamic arena of artificial intelligence, the intersection of visual and linguistic data through large vision-language models (LVLMs) is a pivotal development. LVLMs have revolutionized how machines interpret and understand the world, mirroring human-like perception. Their applications span a vast array of fields, including but not limited to sophisticated image recognition systems, advanced natural…
How should we choose between label, one-hot, and target encoding? 15 min read · 16 hours ago Why Do We Need Encoding? In the realm of machine learning, most algorithms demand inputs in numeric form, especially in many popular Python frameworks. For instance, in scikit-learn, linear regression, and neural networks require numerical…
Optical character recognition (OCR) software help convert non-editable document formats such as PDFs, images, or paper documents into machine-readable formats that are editable & searchable. OCR applications are commonly used to capture text from PDFs & images and convert the text into editable formats such as Word, Excel, or a plain text file. OCR…
NetSuite modules and add-on software expand the functionality of NetSuite ERP, allowing users to optionally choose only those NetSuite add-on modules and add-ons that fit their business. Although types of ERP systems vary, NetSuite is primarily software for a small business or a mid-market company that includes accounting. Oracle NetSuite is a cloud-based ERP system…
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Intel offers a thrilling glimpse into the next generation of AI, showcasing the power of Camel-5b and Open LLaMA 3B LLMs. Energized by Intel's advanced GPU technology, these models construct useful language modeling tasks, even with very complex prompts. To find out more about these developments, check out the article…
Implementing a simple neural network framework from scratch Trees — the core of computation. Source: Adrian Infernus on Unsplash.Despite doing some work and research in the AI ecosystem for some time, I didn’t truly stop to think about backpropagation and gradient updates within neural networks until recently. This article seeks to rectify that and will…
Finding the right AP automation software or best accounts payable software for your business isn’t easy. Many options exist, and today’s AI gold rush means new options pop up daily. That’s why looking to mature industry mainstays tends to be a safer bet than gambling your company’s compliance and cash flow on an upstart that…
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Do you know that election results can be predicted to some extent by doing sentiment analysis? Data science can be both amusing and very useful when applied to real-life situations rather than working with mock datasets.
In this article, we will conduct a brief case study using Twitter data.…
Go from nothing to a complete dataframe with Python Photo by Joshua Sortino on Unsplash.After submitting a recent article to Towards Data Science’s editorial team, I received a message back with a simple inquiry: are the datasets licensed for commercial use? It was a great question — the datasets in my draft came from Seaborn,…