{"product_id":"introducing-machine-learning","title":"Introducing Machine Learning","description":"Machine learning offers immense opportunities, and \u003cstrong\u003e\u003cem\u003eIntroducing Machine Learning\u003c\/em\u003e\u003c\/strong\u003e delivers practical knowledge to make the most of them. Dino and Francesco Esposito start with a quick overview of the foundations of artificial intelligence and the basic steps of any machine learning project. Next, they introduce Microsoft's powerful ML.NET library, including capabilities for data processing, training, and evaluation. They present families of algorithms that can be trained to solve real-life problems, as well as deep learning techniques utilising neural networks. The authors conclude by introducing valuable runtime services available through the Azure cloud platform and consider the long-term business vision for machine learning.  \u003cp\u003e\u003ca href=\"https:\/\/www.pearson.com\/en-au\/media\/ramhid4r\/9780135565667.pdf\"\u003ePreview sample pages from \u003cem\u003eIntroducing Machine Learning\u003c\/em\u003e \u0026gt;\u003c\/a\u003e\u003c\/p\u003e \u003cp\u003e14-time Microsoft MVP Dino Esposito and Francesco Esposito help you\u003c\/p\u003e \u003cul\u003e \u003cli\u003eExplore what's known about how humans learn and how intelligent software is built \u003c\/li\u003e\n \u003cli\u003eDiscover which problems machine learning can address \u003c\/li\u003e\n \u003cli\u003eUnderstand the machine learning pipeline: the steps leading to a deliverable model \u003c\/li\u003e\n \u003cli\u003eUse AutoML to automatically select the best pipeline for any problem and dataset \u003c\/li\u003e\n \u003cli\u003eMaster ML.NET, implement its pipeline, and apply its tasks and algorithms \u003c\/li\u003e\n \u003cli\u003eExplore the mathematical foundations of machine learning \u003c\/li\u003e\n \u003cli\u003eMake predictions, improve decision-making, and apply probabilistic methods \u003c\/li\u003e\n \u003cli\u003eGroup data via classification and clustering \u003c\/li\u003e\n \u003cli\u003eLearn the fundamentals of deep learning, including neural network design \u003c\/li\u003e\n \u003cli\u003eLeverage AI cloud services to build better real-world solutions faster \u003c\/li\u003e\n \u003c\/ul\u003e","brand":"Pearson Education","offers":[{"title":"Default Title","offer_id":46286577107182,"sku":"9780135588383","price":40.99,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/introducing-machine-learning","provider":"Book Land AU","version":"1.0","type":"link"}