Let’s Try ML & AI Using Open Source

This eBook serves as a guide for enthusiasts and DIYers to explore the fields of Artificial Intelligence (AI) and Machine Learning (ML) using open-source tools and platforms. The content is structured to first provide a foundational understanding of key concepts, including machine learning basics, the latest AI applications, and the role of open-source software. It also examines how ML can be combined with other technologies like the Internet of Things (IoT) and smartphones. Then it moves into the practical application of AI and ML, introducing various open-source libraries and frameworks like TensorFlow, Apache Mahout, H2O, Weka, and more. It provides guidance on programming with these tools, building deep learning models, and using them for computer vision and image processing.