We use cookies to make your experience better. By continuing to browse our site you are agreeing to our use of cookies. Learn more.
Machine Learning, Animated by Mark Liu (Hardback)
£74.99
Out of stock
Product Ref. (e.g. ISBN, SKU)
9781032462141
Published:
31 Oct 2023
Format:
Hardback
Number of pages:
496 pages
Dimensions:
254x178x25mm
Weight:
1.020kgs
Author:
The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. This book eases you into basic ML concepts and summarises the learning process in three words: initialize, adjust and repeat.
The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. Machine Learning, Animated eases you into basic ML concepts and summarizes the learning process in three words: initialize, adjust and repeat. This is illustrated step by step with animation to show how machines learn: from initial parameter values to adjusting each step, to the final converged parameters and predictions.
This book teaches readers to create their own neural networks with dense and convolutional layers, and use them to make binary and multi-category classifications. Readers will learn how to build deep learning game strategies and combine this with reinforcement learning, witnessing AI achieve super-human performance in Atari games such as Breakout, Space Invaders, Seaquest and Beam Rider.
Written in a clear and concise style, illustrated with animations and images, this book is particularly appealing to readers with no background in computer science, mathematics or statistics.
Access the book's repository at: https://github.com/markhliu/MLA
About the Author: Mark H. Liu is Associate Professor of Finance, (Founding) Director of MS Finance Program, University of Kentucky. Mark is currently the director of Master of Science in Finance program at the University of Kentucky, U.S.A. He is also an associate professor of finance with tenure at the University of Kentucky. He obtained his Ph.D. in finance from Boston College in 2004 and his M.A. in economics from Western University in Canada in 1998. His research interest is in machine learning and corporate finance. He has published his research in top finance journals such as Journal of Financial Economics, Journal of Financial and Quantitative Analysis, Journal of Corporate Finance, and Review of Corporate Finance Studies. Dr. Mark Liu has run Python workshops for master students at the University of Kentucky in the last few years. He has incorporated Python in his teaching. In particular, he is now teaching a Python Predictive Analytics course to graduate students. As the director of the MS Finance program, Mark has seen first-hand the high demand for machine learning skills in all industries. He has interacted with executives and recruiters from hundreds of companies, who in recent years have put an increasing emphasis on the importance of incorporating machine learning and data analytics skills in all business fields.
| Number of pages | 496 |
|---|
We will despatch your order as quickly as we can. If, for whatever reason, a product is out of stock we will contact you to discuss the likely delivery time or an alternative product.
| First Item | 2 Items & Over | |
|---|---|---|
| UK | £3.75 | £5.00 |
| EU | £15.00 | £30.00 |
| USA & Canada | £30.00 | £50.00 |
| Rest of the World | £45.00 | £60.00 |
| Collect in Store | free | free |
Additional Delivery Information (and some really important bits):
UK Delivery
Orders for delivery in the UK are despatched by Courier and Signed For delivery services and will normally be delivered to you within a few days of placing your order. Signed Books are shipped in our specially made book mailing cartons, with the books themselves wrapped in paper to protect them. Sometimes we may ship your order in several parts, particularly if you have 'Pre-Order' titles in your order or titles which are held in stock with our publishing partners.
The Really Important Bit: Because we use courier and signed for delivery services, please use an address at which your parcel can be signed for during the normal working day, for example, you may want to have your order delivered to your work address if you're not at home during the day.
First Item @ £3.75 (sometimes a shipping supplement may be added for particularly heavy books or specific postcodes*)
2 Items & over @ £5.00 in total
Another Really Important Bit: There are a number of Postcodes in the UK for which we will need to charge a shipping supplement, this will be calculated once we know the size and weight of the shipment. For these orders we will contact customers to agree a suitable and economic method of shipping. There may also be additional time required for delivery to some areas of the United Kingdom. Where possible, we will ship single book orders (under 2kg) by Royal Mail to all UK postcodes. Multiple book orders and books over 2kg are shipped via APC Overnight, regardless of Postcode.
Overseas Delivery
Shipments to EU countries:
First Item @ £15.00 (sometimes a shipping supplement will be added for particularly heavy books)
2 Items & over @ £30.00 in total
A really, really important Brexit bit: From 1st January 2021 shipments to EU addresses may incur additional costs which could be requested by Fed Ex at the time of delivery. These costs may vary from country to country and are not within our control and will be in addition to the costs paid to us for your delivery. If in any doubt, please check with your local Fed Ex office what, if any, additional costs will be applicable to your order - https://www.fedex.com
From 1st July 2021, VAT will be applicable to those EU countries where VAT is applied to books - this additional charge will be collected by Fed Ex (or the Royal Mail) at the time of delivery.
Shipments to the USA & Canada:
First Item @ £30.00
2 Items & over @ £50.00 in total
Shipments to the Rest of the World:
First Item @ £45.00
2 Items & over @ £60.00 in total
All overseas orders are shipped using a 'signed for' courier service - please provide an address at which your parcel can be signed for on receipt. We use the same packaging materials for our overseas deliveries as we do those in the UK. In some cases, particularly large and heavy books, or books being shipped to remote areas, may incur an additional shipping charge - if this is the case with your order, we'll notify you as quickly as possible of these charges and to arrange the additional payment. You can of course cancel your order with an immediate refund should you not wish to accept these additional costs. Shipments to overseas territories may incur additional Duty & Tax costs which could be requested by Fed Ex at the time of delivery. These costs may vary from country to country and are not within our control and will be in addition to the costs paid to us for your delivery. If in any doubt, please check with your local Fed Ex office what, if any, additional Tax & Duty costs will be applicable to your order - https://www.fedex.com
Collect in Person at Coles Books
We're open Monday - Saturday, 9:00am - 5:30pm. If you're collecting your order, please wait until you get the text, phone call or email from us, just to be on the safe side and to ensure we have your order ready for you on arrival (we'll use the contact information provided during checkout). Not everything on our website is available for immediate collection, please do wait for the text, call or email - if time is of the essence, we'd suggest you call us on 01869 320779 and check availability prior to placing your order. You can pick up your order from the till, please bring a copy of your email receipt (electronic or printed is fine).
Coming by Car
If you're coming to Coles by car, why not take advantage of the 2 hours free parking at Sainsbury's Pioneer Square - just follow the signs for Pioneer Square as you drive into Bicester and park in the multi-storey car park above the supermarket. Come down the travelators, exit Sainsbury's, turn right and follow the pedestrianised walkway to Crown Walk and turn right - and Coles will be right in front of you. You don't need to shop in Sainsbury's to get the free parking!
Where to Find Us
Coles Books
22 Crown Walk
Pioneer Square
Bicester, Oxfordshire
OX26 6HY, United Kingdom
It was the most impressive packaging that I have EVER SEEN!!! The books were in perfect condition!!!!!
Super fast delivery and well packaged. Quality item and service!