https://aigeekprogrammer.com/ Machine learning, computer vision and artificial intelligence. en https://aigeekprogrammer.com/deep-learning-machine-learning-and-ai/ https://aigeekprogrammer.com/deep-learning-machine-learning-and-ai/ Thu, 20 Aug 2026 17:00:42 GMT I keep coming back to one simple fact: AI is the broad label, machine learning is the method that learns from data, and deep learning is a kind of machine... https://aigeekprogrammer.com/what-to-know-about-ai-machine-learning/ https://aigeekprogrammer.com/what-to-know-about-ai-machine-learning/ Sun, 16 Aug 2026 16:12:18 GMT Answer the question behind the keyword "ai machine learning" directly, for a Machine Learning reader of aigeekprogrammer.com. Explain the key facts plainly and keep the piece focused on this exact question rather than a general overview of the topic. https://aigeekprogrammer.com/small-team-ships-static-site-toolchain-news-regression/ https://aigeekprogrammer.com/small-team-ships-static-site-toolchain-news-regression/ Sat, 15 Aug 2026 12:05:00 GMT A small team released a new staticsite toolchain this week, aimed at developers who want fast builds without a large framework. https://aigeekprogrammer.com/static-site-generators-headline-hardening-proof/ https://aigeekprogrammer.com/static-site-generators-headline-hardening-proof/ Sat, 15 Aug 2026 12:05:00 GMT I keep coming back to static site generators when a project is small and the content does not change every minute. A static generator builds plain HTML files ahead of time, so the server just hands them out. There is no database query per page view and no serverside template render at request time. https://aigeekprogrammer.com/crafting-text-generators-a-dive-into-transformer-architecture/ https://aigeekprogrammer.com/crafting-text-generators-a-dive-into-transformer-architecture/ Sat, 19 Aug 2023 16:10:55 GMT A small decoder-based language model. Or how to use part of the Transformer architecture to generate text resembling a well-known literary work (Pytorch). https://aigeekprogrammer.com/fine-tuning-with-peft-lora-quantization/ https://aigeekprogrammer.com/fine-tuning-with-peft-lora-quantization/ Mon, 26 Jun 2023 15:29:31 GMT Efficient fine-tuning of a large language model in Google Colab using PEFT, LoRa and quantization (base model: RedPajama INCITE Chat 3B) https://aigeekprogrammer.com/welcome-tomorrow-how-ai-will-shape-the-world-by-2032/ https://aigeekprogrammer.com/welcome-tomorrow-how-ai-will-shape-the-world-by-2032/ Sat, 17 Dec 2022 15:19:13 GMT Some of my thoughts and predictions on how AI will change the world in the next 10 years. https://aigeekprogrammer.com/pytorch-dataset-division-transformations-gpu-metric-visualization/ https://aigeekprogrammer.com/pytorch-dataset-division-transformations-gpu-metric-visualization/ Sun, 10 Apr 2022 08:27:51 GMT Practical tips on dividing a dataset for training, validation and testing, applying transformations, moving to a GPU and metrics visualization. https://aigeekprogrammer.com/data-preparation-with-dataset-and-dataloader-in-pytorch/ https://aigeekprogrammer.com/data-preparation-with-dataset-and-dataloader-in-pytorch/ Fri, 03 Sep 2021 11:02:51 GMT How to use Dataset and DataLoader classes to prepare data for machine learning in PyTorch https://aigeekprogrammer.com/yolo-fast-object-detection-and-classification/ https://aigeekprogrammer.com/yolo-fast-object-detection-and-classification/ Fri, 04 Jun 2021 20:20:24 GMT YOLO fast object detection and classification. Brief introduction to the YOLO algorithm plus installation tips for Ubuntu. https://aigeekprogrammer.com/artificial-intelligence-and-blockchain/ https://aigeekprogrammer.com/artificial-intelligence-and-blockchain/ Sat, 14 Nov 2020 16:07:42 GMT Artificial intelligence and blockchain are potentially an explosive mix. Both are changing our world of tomorrow. I check if they can do it together. https://aigeekprogrammer.com/artificial-intelligence-a-few-key-concepts/ https://aigeekprogrammer.com/artificial-intelligence-a-few-key-concepts/ Tue, 25 Aug 2020 20:43:00 GMT This article is for everyone who needs to organize some key concepts in the field of artificial intelligence and machine learning. Read on! https://aigeekprogrammer.com/k-nearest-neighbors-handwriting-recognition/ https://aigeekprogrammer.com/k-nearest-neighbors-handwriting-recognition/ Mon, 18 May 2020 19:37:19 GMT Not only simple and efficient, but working extremely well in surprisingly many areas of application. K-nearest neighbors - can it handle handwriting? https://aigeekprogrammer.com/anaconda-cron-on-amazon-linux/ https://aigeekprogrammer.com/anaconda-cron-on-amazon-linux/ Sat, 14 Mar 2020 16:10:00 GMT Running Python as a cron in the Amazon Linux environment - a simple recipe how to configure anaconda cron quickly on amazon linux AWS https://aigeekprogrammer.com/convolutional-neural-network-4-data-augmentation/ https://aigeekprogrammer.com/convolutional-neural-network-4-data-augmentation/ Sat, 14 Mar 2020 12:39:24 GMT Data augmentation - train a neural network with data generators. The last part of the tutorial on convolutional neural networks. https://aigeekprogrammer.com/convnets-and-overfitting/ https://aigeekprogrammer.com/convnets-and-overfitting/ Fri, 31 Jan 2020 20:46:28 GMT Convnets and overfitting - the third part of a practical tutorial. Regularization techniques and practical tips for building convolutional networks. https://aigeekprogrammer.com/convolutional-neural-network-image-recognition-part-2/ https://aigeekprogrammer.com/convolutional-neural-network-image-recognition-part-2/ Wed, 25 Dec 2019 17:02:57 GMT Convolutional neural network - everything you would like to know about ConvNets, but were afraid to ask ;-). Comprehensive multipart tutorial: part 2 https://aigeekprogrammer.com/convolutional-neural-network-image-recognition-part-1/ https://aigeekprogrammer.com/convolutional-neural-network-image-recognition-part-1/ Sun, 24 Nov 2019 19:02:35 GMT Convolutional neural network - everything you would like to know about ConvNets, but were afraid to ask ;-). Comprehensive multipart tutorial: part 1. https://aigeekprogrammer.com/naive-bayes-in-machine-learning/ https://aigeekprogrammer.com/naive-bayes-in-machine-learning/ Sat, 02 Nov 2019 13:09:15 GMT Why is Naive Bayes so naive in machine learning? A step-by-step explanation for one of the popular and effective classifiers. https://aigeekprogrammer.com/development-environment-for-machine-learning/ https://aigeekprogrammer.com/development-environment-for-machine-learning/ Sun, 20 Oct 2019 17:17:57 GMT How to build your local development environment for machine learning and specyfically Tensorflow using Anaconda, conda and pip. https://aigeekprogrammer.com/binary-classification-using-logistic-regression-and-keras/ https://aigeekprogrammer.com/binary-classification-using-logistic-regression-and-keras/ Mon, 14 Oct 2019 19:39:48 GMT In this tutoarial, you will learn how to use logistic regression and Keras to do a simple binary classification. https://aigeekprogrammer.com/keras-python-mnist-handwritten-digit-recognition/ https://aigeekprogrammer.com/keras-python-mnist-handwritten-digit-recognition/ Fri, 30 Aug 2019 17:21:03 GMT Tutorial on handwritten digit recognition using Keras, Tensorflow and Python. Step-by-step instructions and coding. Thorough explanations.