"How to Build a Portfolio for Data Science and Machine Learning Engineering"

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Book	Author(s)	Year	Publisher
Feature Engineering for Machine Learning and Data Analytics	Guozhu Dong; Huan Liu	2018	Routledge
Machine Learning Bookcamp: Build a Portfolio of Real-Life Projects	Alexey Grigorev	2020	Manning Publications
Machine Learning Bookcamp: Build a portfolio of real-life projects	Alexey Grigorev	2021	Manning
Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control	Steven L. Brunton; J. Nathan Kutz	2019-02	Cambridge University Press
Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning	Alex J. Gutman, Jordan Goldmeier	2021	Wiley
Machine Learning for Streaming Data with Python: Rapidly build practical online machine learning solutions	Joos Korstanje	2022	Packt
Encyclopedia of Machine Learning and Data Science	Dinh Phung; Geoffrey I. Webb; Claude Sammut	0th ed. 2020	Springer US
Physics of Data Science and Machine Learning	Ijaz A. Rauf	2021	Routledge
Feature engineering for machine learning: principles and techniques for data scientists	Casari, Amanda; Zheng, Alice	2018	O'Reilly Media, Inc.
How to Build a Conscious Machine	Leonard Angel	1989	Routledge
How to Build a Time Machine	Paul Davies	February 28, 2002	Viking Adult
How to build a conscious machine	Leonard Angel	1989	Westview Press
How to Build a Time Machine	Paul Davies	January 11, 2001	Allen Lane
How To Build a Time Machine (How To¿)	Hazel Richardson	November 1, 2001	Franklin Watts
Hands-On Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data	Ankur A. Patel	2019	O'Reilly Media
Machine Learning and Data Science: Fundamentals and Applications	Prateek Agrawal (editor), Charu Gupta (editor), Anand Sharma (editor), Vishu Madaan (editor), Nisheeth Joshi (editor)	2022	Wiley-Scrivener
Machine learning for financial engineering	Györfi, László; Ottucsak, Gyorgy; Walk, Harro	2012	Imperial College Press
Machine Learning Engineering	Andriy Burkov	2020
Data Science and Machine Learning: Mathematical and Statistical Methods	Dirk P. Kroese; Zdravko I. Botev; Thomas Taimre; Radislav Vaisman	2019	Routledge
Machine Learning for Signal Processing: Data Science, Algorithms, and Computational Statistics	Max A. Little	2019	Oxford University Press
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
How to Build a Portfolio for Data Science and Machine Learning Engineering		Cloud Computing for Data Analysis The missing semester of Data Science	Noah Gift	2021	Leanpub book
Build a Machine Learning Portfolio		Machine Learning Mastery With Weka: Analyze Data, Develop Models and Work Through Projects	Jason Brownlee	2016	Independently Published
Data Science and Machine Learning		Advancing into Analytics: From Excel to Python and R	George Mount	2021	O'Reilly Media
Machine learning and data science		Machine Learning in Java	AshishSingh Bhatia, Bostjan Kaluza	2018-11-28	Packt Publishing Ltd
Machine Learning for Data Science Applications	Ravindra B. Keskar; Mansi A. Radke	Data Science and Its Applications	Aakanksha Sharaff; G. R. Sinha	2021	Routledge
Machine learning applied to data science		Java for data science: examine the techniques and Java tools supporting the growing field of data science	Reese, Jennifer L.; Reese, Richard M	2017	Packt Publishing
Data Science, Deep Learning, and Machine Learning		Computing Technologies and Applications: Paving Path towards Society 5. 0	Latesh Malik; Sandhya Arora; Urmila Shrawankar; Maya Ingle; Indu Bhagat	2021	Routledge
STARTING AI: HOW TO BUILD A MACHINE LEARNING TOOLBOX		Artificial Intelligence Foundations: Learning from experience	Andrew Lowe, Steve Lawless	2021	BCS, The Chartered Institute for IT
How to build a time machine		Black Holes, Wormholes and Time Machines	Jim Al-Khalili	2012	Routledge
How to Build a Time Machine		Rosa's Einstein: Poems	Jennifer Givhan	2019	University of Arizona Press
How to build a time machine		The perfect wave: with neutrinos at the boundary of space and time	H. Päs	2014	Harvard University Press
How to build a conscious machine		Consciousness: an introduction /	Blackmore, Susan J.,	2004.	Oxford University Press,
How to build a time machine		Black holes, wormholes & time machines /	Al-Khalili, Jim,	[1999], ©1999.	Institute of Physics Pub.,
Data Science Methods and Machine Learning	Sanjeev J. Wagh; Manisha S. Bhende; Anuradha D. Thakare	Fundamentals of Data Science	Sanjeev J. Wagh; Manisha S. Bhende; Anuradha D. Thakare	2021	Routledge
How to Build a SuperStar Portfolio 164		The winning portfolio: choosing your 10 best mutual funds	Paul B. Farrell	1999	Bloomerg Press
Data science/machine learning workflow		Python Machine Learning Blueprints: Put Your Machine Learning Concepts to the Test By Developing Real-World Smart Projects	Alexander Combs; Michael Roman	2019-01-31	Packt Publishing
Data science versus machine learning		Simplifying Data Engineering and Analytics with Delta: Create analytics-ready data that fuels artificial intelligence and business intelligence	Anindita Mahapatra	2022	Packt Publishing
Data science/machine learning workflow		Python Machine Learning Blueprints	Michael Roman; Alexander Combs	2019	Packt Publishing
Introduction to AI, Data Science, and Machine Learning	Maris Sekar	Machine Learning for Auditors: Automating Fraud Investigations Through Artificial Intelligence	Maris Sekar	1st ed.	Apress
Correction to: Machine Learning, Optimization, and Data Science	Giuseppe Nicosia; Varun Ojha; Emanuele La Malfa; Giorgio Jansen; Vincenzo Sciacca; Panos Pardalos et al.	Machine Learning, Optimization, and Data Science: 6th International Conference, LOD 2020, Siena, Italy, July 19–23, 2020, Revised Selected Papers, Part I	Giuseppe Nicosia; Varun Ojha; Emanuele La Malfa; Giorgio Jansen; Vincenzo Sciacca; Panos Pardalos; Giovanni Giuffrida; Renato Umeton	1st ed. 2020	Springer International Publishing
Chapter	Author(s)	Book	Book Authors	Year	Publisher

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