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CONSTRUCTION & REAL ESTATE
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Discover how crafting a robust AI data strategy identifies high-value opportunities. Learn how Ryan Companies used AI to enhance efficiency and innovation.
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LEGAL SERVICES
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Discover how a global law firm uses intelligent automation to enhance client services. Learn how AI improves efficiency, document processing, and client satisfaction.
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HEALTHCARE
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A startup in digital health trained a risk model to open up a robust, precise, and scalable processing pipeline so providers could move faster, and patients could move with confidence after spinal surgery.
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LEGAL SERVICES
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Learn how Synaptiq helped a law firm cut down on administrative hours during a document migration project.
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GOVERNMENT/LEGAL SERVICES
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Learn how Synaptiq helped a government law firm build an AI product to streamline client experiences.
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Mushrooms, Goats, and Machine Learning: What do they all have in common? You may never know unless you get started exploring the fundamentals of Machine Learning with Dr. Tim Oates, Synaptiq's Chief Data Scientist. You can read and visualize his new book in Python, tinker with inputs, and practice machine learning techniques for free. |
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MACHINE LEARNING
Mushrooms, Goats, & Machine Learning
Start learning with Dr. Tim Oates today
New chapters will be released on a rolling basis. Follow us on social to find out when each new chapter drops.
The free digital book has two goals. The first is to provide an accessible and rigorous introduction to the fundamentals of machine learning, with equal emphasis on both accessibility and rigor. We make it free because machine learning is an exciting field that is impacting people's lives in sometimes profound ways, so it's important that the field's promise and pitfalls be well understood by those who take an interest.
The second goal of this book is to promote learning through experimentation - thus the use of Python notebooks.
Read & Visualize in Python
You'll find code scattered throughout the text, some of which generates graphs and tables. There is code that constitutes bare bones but highly understandable implementations of common machine learning algorithms, and there is code that demonstrates machine learning concepts that stand apart from specific algorithms.
Enjoy Hands-On UX
You will be free to tinker with all of it; trying different inputs or even modifying the code to see what happens. Sometimes the text will suggest things for you to try within the text, but surely other ideas will come to mind. The science and practice of machine learning are like any other human activity, you get better with experience.
A new and unique way to learn
Dr. Oates will be listening and open to feedback along the way, tailoring chapters to learners questions and comments. An entirely new way to experience learning machine learning.
Start now:
