AI Machine learning Data extraction A guide to data collection for training computer vision models How to create datasets from image and video data for machine learning applications. Theo Vasilis Nov 8, 2023
AI LLMs Machine learning What is Pinecone and why use it with your LLMs? The rise of generative AI resulted in a massive interest in vector databases, making Pinecone an industry leader. Theo Vasilis Nov 7, 2023
AI Machine learning Data What are embeddings in AI? An introduction to embeddings: what they are, how to create them, and why they're so important for NLP and LLMs. Theo Vasilis Nov 7, 2023
AI LLMs Web scraping How to integrate Google Search into your AI apps A quick guide to creating an internet-access-enabled AI application. Theo Vasilis Nov 6, 2023
AI Machine learning Text and token classification in NLP How to use Hugging Face for natural language processing. Talha Irfan Oct 26, 2023
Machine learning AI Data What is MLOps? Learn all about MLOps: what it's for, how it works, and how to create your own MLOps solution. Theo Vasilis Oct 23, 2023
AI LLMs Data What is retrieval-augmented generation, and why use it for chatbots? RAG is revolutionizing search and information retrieval. We explain how it works. Theo Vasilis Oct 16, 2023
AI Machine learning How to use Hugging Face: an introduction to transformers and pipelines How to use Hugging Face transformers and pipelines for AI and DL applications. Talha Irfan Oct 12, 2023
AI Data Data extraction What is AIOps? Learn all about AIOps: what it's for, how it works, and how to create your own AIOps solution. Theo Vasilis Oct 6, 2023
AI Machine learning Deep learning with Keras How to create your first Keras model for deep learning, and what's new in Keras 3.0 Talha Irfan Oct 5, 2023
AI LLMs Machine learning Multimodal AI: what can it do, and why is it a game-changer? Current uses of multimodal AI and implications for the future. Theo Vasilis Oct 4, 2023
AI Web scraping AI and web scraping in 2024: trends and predictions AI trends and the future of web scraping in the age of artificial intelligence. Theo Vasilis Oct 2, 2023
AI Machine learning Data Emotion detection through multinomial logistic regression Delve deep into multinomial logistic regression using real-world IMDb movie data. Mian Basam Ahmad Sep 26, 2023
AI LLMs Of centaurs and cyborgs: how AI is reshaping work Reflections on Navigating the Jagged Technological Frontier. Theo Vasilis Sep 25, 2023
AI Machine learning Data What is data labeling in AI, and how do you do it? When you need to label data, when to do manual vs. automated labeling, and how to get data for labeling in the first place. Theo Vasilis Sep 20, 2023
AI Data extraction Data processing What is data collection for machine learning? Learn the whole process of collecting data for AI, from acquisition to generating new datasets. Usama Jamil Sep 19, 2023
AI Data extraction Machine learning AI and data extraction: how to deal with lack of data in machine learning 6 ways to deal with insufficient data for AI models. Theo Vasilis Sep 18, 2023
Python Machine learning AI PyTorch vs. TensorFlow PyTorch or TensorFlow for deep learning? Find the answer in this in-depth comparison. Talha Irfan Sep 14, 2023