Data Science and Machine Learning (Paperback)
Dr B.K. Sharma
Sold by CitiRetail, Stevenage, United Kingdom
AbeBooks Seller since 29 June 2022
New - Soft cover
Condition: New
Ships from United Kingdom to U.S.A.
Quantity: 1 available
Add to basketSold by CitiRetail, Stevenage, United Kingdom
AbeBooks Seller since 29 June 2022
Condition: New
Quantity: 1 available
Add to basketPaperback. "Data Science and Machine Learning: Mathematical and Statistical Methods" is a comprehensive guide that emphasizes the theoretical foundations of data science and machine learning. The book is ideal for students, researchers, and professionals who aim to build a strong mathematical understanding of core concepts in these rapidly growing fields. It bridges the gap between theory and practice by combining mathematical rigor with practical applications.The text delves deeply into essential topics such as probability theory, linear algebra, calculus, and statistical inference - all of which form the backbone of data science. These concepts are not just introduced but are thoroughly explored with clear explanations, proofs, and illustrative examples. A significant portion of the book is dedicated to regression analysis, classification methods, clustering techniques, and dimensionality reduction, which are fundamental tools in machine learning.One of the key strengths of the book is its focus on the mathematical intuition behind machine learning algorithms. Readers are guided through the derivation of algorithms like linear regression, logistic regression, support vector machines, principal component analysis, and k-means clustering. It also introduces more advanced topics such as Bayesian methods, kernel methods, and elements of deep learning from a mathematical viewpoint. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
Seller Inventory # 9798899062148
"Data Science and Machine Learning: Mathematical and Statistical Methods" is a comprehensive guide that emphasizes the theoretical foundations of data science and machine learning. The book is ideal for students, researchers, and professionals who aim to build a strong mathematical understanding of core concepts in these rapidly growing fields. It bridges the gap between theory and practice by combining mathematical rigor with practical applications.
The text delves deeply into essential topics such as probability theory, linear algebra, calculus, and statistical inference — all of which form the backbone of data science. These concepts are not just introduced but are thoroughly explored with clear explanations, proofs, and illustrative examples. A significant portion of the book is dedicated to regression analysis, classification methods, clustering techniques, and dimensionality reduction, which are fundamental tools in machine learning.
One of the key strengths of the book is its focus on the mathematical intuition behind machine learning algorithms. Readers are guided through the derivation of algorithms like linear regression, logistic regression, support vector machines, principal component analysis, and k-means clustering. It also introduces more advanced topics such as Bayesian methods, kernel methods, and elements of deep learning from a mathematical viewpoint.
"About this title" may belong to another edition of this title.
Orders can be returned within 30 days of receipt.
If you are a consumer you can cancel 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 CANCELLATION
Statutory Right to cancel
You have the right to cancel this contract within 14 days without giving any reason.
The cancellation 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 the last good or the last lot or piece.
To exercise the right to cancel, you must inform us, CitiRetail, ABC Books c/o International Logistics, Unit 2D Gatwick Gate Industrial Estate, RH11 0TG, Lowfield Heath, United Kingdom, 44 020 3290 3457, of your decision to cancel this contract by a clear statement (e.g. a letter sent by post, fax or e-mail). You may use the attached model cancellation form, but it is not obligatory. You can also electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". If you use this option, we will communicate to you an acknowledgement of receipt of such a cancellation on a durable medium (e.g. by e-mail) without delay.
To meet the cancellation deadline, it is sufficient for you to send your communication concerning your exercise of the right to cancel before the cancellation period has expired.
Effects of cancellation
If you cancel 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 cancel with 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 us or CitiRetail, ABC Books c/o International Logistics, Unit 2D Gatwick Gate Industrial Estate, RH11 0TG, Lowfield Heath, United Kingdom, 44 020 3290 3457, without undue delay and in any event not later than 14 days from the day on which you communicate your cancellation 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 cancellation
The right of cancellation does not apply to:
Model withdrawal form
(complete and return this form only if you wish to withdraw from the contract)
To: (CitiRetail, ABC Books c/o International Logistics, Unit 2D Gatwick Gate Industrial Estate, RH11 0TG, Lowfield Heath, United Kingdom, 44 020 3290 3457)
I/We (*) hereby give notice that I/We (*) withdraw from my/our (*) contract of sale of the following goods (*)/for the provision of the following goods (*)/for the provision of the following service (*),
Ordered on (*)/received on (*)
Name of consumer(s)
Address of consumer(s)
Signature of consumer(s) (only if this form is notified on paper)
Date
* Delete as appropriate.
Please note that titles are dispatched from our US, Canadian or Australian warehouses. Delivery times specified in shipping terms. Orders ship within 2 business days. Delivery to your door then takes 7-14 days.
| Order quantity | 7 to 60 business days | 7 to 14 business days |
|---|---|---|
| First item | £ 37.00 | £ 37.00 |
Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.