Deep Learning for the Life Sciences: Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More
Ramsundar, Bharath, Eastman, Peter,Walters,
Language: English
Published by O'Reilly Media, Inc., 2019
- First Edition
- Softcover
- Used
Seller: JERO BOOKS AND TEMPLET CO., SANTA MONICA, CA, U.S.A.JERO BOOKS AND TEMPLET CO.
AbeBooks seller since May 10, 2000
Condition: Used - Very good
£ 13.33
Quantity: 1 available
Add to basketItem description from seller
Seller Inventory # 035676
- Title
- Deep Learning for the Life Sciences: Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More
- Author
- Ramsundar, Bharath, Eastman, Peter,Walters,
- Publisher
- O'Reilly Media, Inc.
- Publication year
- 2019
- Condition
- Very Good
- Book Type
- Machine Theory / Genetics
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1492039837
- ISBN 13
- 9781492039839
- Edition
- 1st Edition.
Deep learning has already achieved remarkable results in many fields. Now it’s making waves throughout the sciences broadly and the life sciences in particular. This practical book teaches developers and scientists how to use deep learning for genomics, chemistry, biophysics, microscopy, medical analysis, and other fields.
Ideal for practicing developers and scientists ready to apply their skills to scientific applications such as biology, genetics, and drug discovery, this book introduces several deep network primitives. You’ll follow a case study on the problem of designing new therapeutics that ties together physics, chemistry, biology, and medicine—an example that represents one of science’s greatest challenges.
- Learn the basics of performing machine learning on molecular data
- Understand why deep learning is a powerful tool for genetics and genomics
- Apply deep learning to understand biophysical systems
- Get a brief introduction to machine learning with DeepChem
- Use deep learning to analyze microscopic images
- Analyze medical scans using deep learning techniques
- Learn about variational autoencoders and generative adversarial networks
- Interpret what your model is doing and how it’s working
"Synopsis" may belong to another edition of this title.
About the Author
Bharath Ramsundar received a BA and BS from UC Berkeley in EECS and Mathematics and was valedictorian of his graduating class in mathematics. He recently finished his PhD in computer science at Stanford University (all but dissertation) with the Pande group, supported by a Hertz Fellowship, the most selective graduate fellowship in the sciences.
Peter Eastman develops software for computational chemistry and biology in the Bioengineering Department at Stanford University.
Pat Walters heads the Computation & Informatics group at Relay Therapeutics. His group focuses on novel applications of computational methods that drive drug discovery.
Vijay Pande, PhD is a general partner at Andreessen Horowitz where he leads the firm's investments in companies at the cross section of biology and computer science including areas such as the application of computation, Machine Learning, and Artificial Intelligence broadly into Biology and Healthcare as well as the application of novel transformative scientific advances. He is also an Adjunct Professor of Bioengineering at Stanford, where he advises research at the intersection of Computer Science and Biology, pioneering computational methods and their application to medicine and biology, resulting in over 200 publications, two patents and two novel drug treatments.
As an entrepreneur at the convergence of biology and computer science, Vijay is the founder of the Folding@Home Distributed Computing Project for disease research that pushes the boundaries of the development and application of computer science techniques (such as distributed systems, machine learning, and exotic computer architectures) into biology and medicine, in both fundamental research as well as the development of new therapeutics. Also during his time at Stanford, Vijay co-founded Globavir Biosciences, where he translated his research advances at Stanford and Folding@Home into a successful startup, discovering cures for Dengue Fever and Ebola. In his teens, he was the first employee at video game startup Naughty Dog Software, maker of Crash Bandicoot.
"About the title" may belong to another edition of this title.
JERO BOOKS AND TEMPLET CO.
SANTA MONICA, CA, U.S.A.
AbeBooks seller since May 10, 2000
Shipping rates within U.S.A.
| Item | 7 to 20 business days | 6 to 10 business days |
|---|---|---|
| First item | £ 4.80 | £ 15.52 |
Payment methods
- Cash
- Check
- Paypal
Store description
Specialty
AllSeller's business information
JERO BOOKS AND TEMPLET CO.
CA, U.S.A.
Terms of sale
Please confirm the availability of your choices before sending payment. Confirm by telephone or e-mail. We accept PayPal, Visa, MC, Checks, Money Orders.
WE DO TAKE PAYPAL BUT WE ONLY SHIP TO CONFIRMED ADDRESSES.
International customers who wish to pay by Money order, must pay in US funds payable on US banks.
We guarantee all items to be as described and may be returned for any reason. Please notify us within three days of your receipt of the package and must be returned within 30 days. Please state reason for return. All returns must be shipped with confirmation.
Shipping rates are determined by weight, destination and shipping method. Insurance is highly recommended for items over $50. If not insured the buyer assumes responsibility. (On domestic orders we ship with tracking or insurance.)
Postal regulations may not allow adequate insurance on some foreign shipments and are the responsibility of the purchaser.
For California residents we will ask for additional funds on purchases over $25 for 9% sales tax.
We package and ship your books very carefully to insure they arrive in the condition described.
PLEASE EMAIL OR CALL IF YOU HAVE ANY QUESTIONS. THANK YOU! JERO BOOKS AND TEMPLET CO.
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to JERO BOOKS AND TEMPLET CO., Santa Monica, California, U.S.A., without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.
Shipping terms
PLEASE SEE OUR ABE SHIPPING RATES. Orders usually ship within 2 business days.
Shipping rates are determined by weight, destination and shipping method. Insurance is highly recommended for items over $50. If not issured the buyer assumes responsibility. On All domestic orders we ship with tracking or confirmation or insurance.
(Shipping costs are based on books weighing just under 4lbs. If your book order is heavy, oversized, or sets we may contact you to let you know additional funds are required to send the item.)
AS OF MAY 2007 INTERNATIONAL POST DOES NOT ACCEPT SURFACE MAIL.
ON INTERNATIONAL ORDERS WE SHIP AIRMAIL 1ST CLASS, PRIORITY INTERNATIONAL OR EXPRESS IF REQUESTED. PRIORITY RATES ARE FOR PRIORITY INTERNATIONAL ENVELOPES (ITEMS UNDER 4LBS AND MEASURING APPROX. 9 BY 11" INCHES.) IF IT IS OVER 4LBS OR DOES NOT FIT IN THE ENVELOPE WE WILL TRY TO FIND THE MOST ECONOMICAL SHIPPING POSSIBLE. THE ABE SHIPPING MATRIX HAS NOT ELIMINATED INTERNATIONAL STANDARD/SURFACE SHIPPING SO OUR STATED RATES ARE THE SAME FOR STANDARD OR PRIORITY AS IS THE SHIPPING TIME 5-15 DAYS.
Postal regulations may not allow adequate insurance on some foreign shipments and are the responsibility of the purchaser.
For California residents we will ask for additional funds on purchases over $100.00 for 9.% sales tax as of July 1, 2013.