xREL.v3

University of OXford & University of camBRiDGE

...is a collective term for characteristics that the two institutions share.

Docker in Action Video Edition

Published by: Manning Publications 2016
Publication Date: Mar 2016
Estimated time to complete: 10h 15m
Topics: Docker

Scale: 32x50
Lecture Date: 10/2018
Lecture Link: https://bit.ly/2RO8AlF

| Algorithms of the Intelligent Web teaches you how to create
| machine learning applications that crunch and wrangle data
| collected from users, web applications, and website logs. Key
| machine learning concepts are explained with code examples in
| Python's scikit-learn. This book guides you through algorithms to
| capture, store, and structure data streams coming from the web,
| and extract real value from data. You'll explore recommendation
| engines and dive into classification via statistical algorithms,
| neural networks, and deep learning.

| Valuable insights are buried in the tracks web users leave as they
| navigate pages and applications. You can uncover them by using
| intelligent algorithms like the ones that have earned Facebook,
| Google, and Twitter a place among the giants of web data pattern
| extraction.
| Inside:

| Introduction to machine learning
| Extracting structure from data
| Deep learning and neural networks
| How recommendation engines work
| Knowledge of Python is assumed.

| Douglas McIlwraith is a machine learning expert and data science
| practitioner in the field of online advertising. Dr. Haralambos
| Marmanis is a pioneer in the adoption of machine learning
| techniques for industrial solutions. Dmitry Babenko designs
| applications for banking, insurance, and supply-chain management.