## ALL ARTICLES FOR # Machine learning [ ![Feeding the World with AI](https://digica.com/templates/yootheme/cache/2a/world_ai_robot-2aa4c990.jpeg) ### Feeding the World with AI - a study in the use of Synthetic Data Increasing yields has been a key goal for farmers since the dawn of agriculture. People have continually looked for ways to maximise food production from the land available to them. Until recently, land management techniques suc… 19 October 2022 [Read more](https://digica.com/index.php?option=com_content&view=article&id=183&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=183&catid=27&Itemid=522) [ ![](https://digica.com/templates/yootheme/cache/7e/robot-g58c157ef1_1920-7e445f8d.jpeg) ### From the diary of a Data Scientist Data is all around us, and we don't even see it. Data Scientists usually work on projects related to well known topics in Data Science and Machine Learning, for example, projects that rely on Computer Vision, Natural La… 27 June 2022 [Read more](https://digica.com/index.php?option=com_content&view=article&id=177&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=177&catid=27&Itemid=522) [ ![Heart rate detection with Open CV](https://digica.com/templates/yootheme/cache/1c/Heart_rate_detection_with_Open_CV-1c316a44.jpeg) ### Heart rate detection with Open CV Since it’s 2021, it’s probably no surprise to you that heart rate can be measured using different gadgets like smartphones or smartwatches. 21 September 2021 [Read more](https://digica.com/index.php?option=com_content&view=article&id=158&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=158&catid=27&Itemid=522) [ ![](https://digica.com/templates/yootheme/cache/b3/heart-b370866d.png) ### How to avoid denial in Data Science For some reason, it is quite natural for people to argue with each other all the time. Wives argue with husbands. Children argue with their parents. Facebook users argue with other Facebook users. United fans argue with City fan… 05 January 2022 [Read more](https://digica.com/index.php?option=com_content&view=article&id=169&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=169&catid=27&Itemid=522) [ ![](https://digica.com/templates/yootheme/cache/88/advanced-domains-88aac139.jpeg) ### How to fool a neural network? Nowadays, no one needs to be convinced of the power and usefulness of deep neural networks. AI solutions based on neural networks have revolutionised almost every area of ​​technology, business, medicine, science and military ap… 22 February 2022 [Read more](https://digica.com/index.php?option=com_content&view=article&id=171&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=171&catid=27&Itemid=522) [ ![](https://digica.com/templates/yootheme/cache/16/bot-robots_2-162621f9.jpeg) ### Improving Bot Detection with AI According to some sources, over 40% of all Internet traffic is made up of bot traffic. And we know that malicious bots are a significant proportion of current bot traffic. This article describes a number of strategies (Machine Learning… 17 December 2021 [Read more](https://digica.com/index.php?option=com_content&view=article&id=168&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=168&catid=27&Itemid=522) [ ![Federated learning](https://digica.com/templates/yootheme/cache/18/image_7-186e6129.png) ### Privacy-First AI: Exploring Federated Learning Over the last year we could witness an unprecedented surge in the research and deployment of new leading-edge machine learning models. Although these have already proven themselves to offer useful applications, the gains usually come at… 28 May 2024 [Read more](https://digica.com/index.php?option=com_content&view=article&id=264&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=264&catid=27&Itemid=522) [ ![](https://digica.com/templates/yootheme/cache/6b/Quantum_Machine_2-6b25fc2c.png) ### Quantum Machine Learning - hot or not? Image generated with Midjourney API, “Quantum Computing” The blogs so far have been based on facts and knowledge… 27 January 2023 [Read more](https://digica.com/index.php?option=com_content&view=article&id=189&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=189&catid=27&Itemid=522) [ ![](https://digica.com/templates/yootheme/cache/c3/waveform1-c3eee673.png) ### Why is explaining machine learning models important? The main focus in machine learning projects is to optimize metrics like accuracy, precision, recall, etc. We put effort into hyper-parameter tuning or designing good data pre-processing. What if these efforts don’t seem to work?&n… 27 October 2021 [Read more](https://digica.com/index.php?option=com_content&view=article&id=164&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=164&catid=27&Itemid=522) [ ![Working with models vs. working with data](https://digica.com/templates/yootheme/cache/65/Data_Science-hero-65baba1a.jpeg) ### Working with models vs. working with data If I was to point out one most common mistake of a rookie Data Scientist, it’s their focus on the model, not on the data. 12 October 2021 [Read more](https://digica.com/index.php?option=com_content&view=article&id=159&catid=27&Itemid=522) ](https://digica.com/index.php?option=com_content&view=article&id=159&catid=27&Itemid=522)