PDF Download Python Data Science Handbook: Essential Tools for Working with Data

PDF Download Python Data Science Handbook: Essential Tools for Working with Data

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Python Data Science Handbook: Essential Tools for Working with Data

PDF Download Python Data Science Handbook: Essential Tools for Working with Data

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About the Author

Jake VanderPlas is a long-time user and developer of the Python scientific stack. He currently works as an interdisciplinary research director at the University of Washington, conducts his own astronomy research, and spends time advising and consulting with local scientists from a wide range of fields.

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Product details

Paperback: 548 pages

Publisher: O'Reilly Media; 1 edition (December 10, 2016)

Language: English

ISBN-10: 9781491912058

ISBN-13: 978-1491912058

ASIN: 1491912057

Product Dimensions:

7 x 1.2 x 10 inches

Shipping Weight: 1.8 pounds (View shipping rates and policies)

Average Customer Review:

4.6 out of 5 stars

44 customer reviews

Amazon Best Sellers Rank:

#4,146 in Books (See Top 100 in Books)

The figures were generated in color, but printed black and white, so they are often unintelligible. It's hard to tell the red dots from the blue when they are both grey.Apart from that major oversight, the book is ok. If you want to learn data science, this is not for you; it doesn't get into the fundamentals much at all. If you are an experienced R user looking for how to translate into python, this will get you started. The rest of my review comes from this perspective.The book spends far too much time on low-level ipython, numpy, and matplotlib functionality (chapters 1, 2, and 4). You are rarely going to use this stuff.The pandas section (chapter 3) is fine, but I was a little disappointed in the treatment of the grouping/aggregation functions. The book mentions the split-apply-combine paradigm of Hadley Wickham, but doesn't cover the topic in nearly as much detail as the paper of the same name. I was hoping to learn how to translate the dplyr verbs (group_by, filter, select, mutate, summarize, arrange) into pandas, but this book doesn't provide that. You will learn the basics of grouping and aggregation, but your code is going to be a lot more verbose than it was in R.The machine learning case studies in chapter 5 are pretty nice - probably the only reason I would recommend this book. The chapter provides a good overview of the scikit-learn API and effective patterns for machine learning problems.

I am currently taking a Machine Learning course from Udacity and this book has proven to be a great reference guide for several projects and quizes. Although it does not go in depth in regards to machine learning (although almost half of the book is dedicated to it), it does give an understanding of essential concepts. For those interested in machine learning I would recommend bying "Hands-On Machine Learning with Scikit-Learn and TensorFlow" by Geron as well as this book.There is no one book for data science, and this one is no exception. Just keep that in mind before buying it.Other than that, I am really happy with my purchase.P.S. For those complaining about black and white graphs and diagrams - check the author's GitHub.

This is an excellent reference book for people working with data science. Remember, 80% of the effort in machine learning, data analysis or data science in general is about processing data and understanding data. This book is for that purpose and I think it's the best book out there about data processing, analysis and visualization using python. If you look for hardcore machine learning, go for other books. Highly recommended!

I have used R for a few years and this was my first book that covered Python for data science. Even though it does not go into super great depth in any area, it is definitely a super book. It covers everything from Pandas, Matplotlib, and scikit-learn. I would highly recommend it for anyone that is new to Python and/or data science. The book is written with Jupyter Notebooks so it is easy to follow along and try code from the book in your own notebook.

When I first received this book, I was surprised that it didn't get to scikit-learn until the last third of the book. The first third is about numpy and pandas, and the middle third is about matplotlib. Now that I've been applying it at work, however, I've found that the items covered in the first two thirds were really essential. I wouldn't be nearly as productive if I had just jumped straight to the sections on scikit-learn. The author does an excellent job covering broad terrain with enough detail that you are able to apply it to your problems. You will find yourself going back to use this book as a reference.

I really enjoyed this book. I had not much experience with python prior to reading the book however I was able to pick it up quickly. Before long I was plotting distributions of real time statistics and prototyped a predictive modeling micro service. I consider this a must have book for any aspiring data scientist.

This book is well written and easy to follow. It's saved me from spending hours searching the internet to get acquainted with the standard libraries.I have used it extensively for the intro to ML at Berkeley and for now the book belongs to my short list of desk reference books.

I love the presentation style and the treatment of the subject in this book. This is a must have for experienced programmers breaking into the Data Science/ Machine Learning in Python. The book could have been organized better into more chapters instead of five.

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Ebook Sheet Metal Fabrication: Techniques and Tips for Beginners and Pros (Motorbooks Workshop), by Eddie Paul

Ebook Sheet Metal Fabrication: Techniques and Tips for Beginners and Pros (Motorbooks Workshop), by Eddie Paul

Reading becomes on part of the life that must be done by everybody. Reviewing must be thought from earlier to be habit and also pastime. Even there are many individuals with alternative leisure activities; it doesn't suggest that you can not enjoy reviewing as other activity. Checking out Sheet Metal Fabrication: Techniques And Tips For Beginners And Pros (Motorbooks Workshop), By Eddie Paul is just one of the means for you to improve your high quality of the life. It is such assumed in the many sources.

Sheet Metal Fabrication: Techniques and Tips for Beginners and Pros (Motorbooks Workshop), by Eddie Paul

Ebook Sheet Metal Fabrication: Techniques and Tips for Beginners and Pros (Motorbooks Workshop), by Eddie Paul

Taking into consideration concerning the perfections will certainly require certain truths as well as views from some resources. Currently we provide Sheet Metal Fabrication: Techniques And Tips For Beginners And Pros (Motorbooks Workshop), By Eddie Paul as one of the resources to think about. You may not fail to remember that publication is the very best resource to fix your problem. It can assist you from lots of sides. When having such trouble, obtaining the appropriate book is much needed. It is to earn deal and matched to the issue and how to solve it.

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From the Back Cover

The craft of hand-forming sheet metal into compound curves is fast becoming a lost art. Author Eddie Paul is a master at sheet metal fabrication and in this book shares with readers the techniques to shape their own sheet metal creations. Sheet Metal Fabrication: Techniques and Tips for Beginners and Pros covers the necessary tools and how to use them; how to choose, prepare, and work with the most suitable material; how to make bucks, plugs, and mock-ups; and how to cut, bend, form, and join sheet metal. Whether you want to shape a fender for a custom car, re-create damaged panels, or just learn about this intriguing process, Sheet Metal Fabrication is a thorough reference book and guide, and a uniquely valuable resource every do-it-yourselfer needs.

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About the Author

Beginning as a self-taught welder, painter, metal fabricator, and machinist, Eddie Paul has gone from customizer to creator, designer to inventor. He has built all manner of outrageous mechanical contraptions for the entertainment industry as well as more than 50 cars for movies like Grease, ET, and The Fast and the Furious. His company, which performs an array of engineering, design, and manufacturing services, has served clients as diverse as the Department of Defense, Boeing, and Rockwell. He lives in El Segundo, California.

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Product details

Series: Motorbooks Workshop

Paperback: 160 pages

Publisher: Motorbooks; 1st edition (March 15, 2008)

Language: English

ISBN-10: 0760327947

ISBN-13: 978-0760327944

Product Dimensions:

8.2 x 0.5 x 11.1 inches

Shipping Weight: 1.3 pounds (View shipping rates and policies)

Average Customer Review:

4.2 out of 5 stars

32 customer reviews

Amazon Best Sellers Rank:

#630,523 in Books (See Top 100 in Books)

This book I'd full of so much useful info, thanks to all who put it together.

Sounds silly, but what really got me on this book was the author's introduction. Eddie Paul explained why he enjoyed doing bodywork and forming sheetmetal. Like many things, most anybody can do 85% of it with a little practice. and Mr. Paul expains how to get started and assures the reader that you can do it and it is quite satisfying. The technical discussions in the book are excellent. He lays out the basic concepts of metal composition and metal forming in understandable, yet technically savvy dialogue. Sounds stupid, but not only did Mr. Paul lay out the techniques, he inspired me to try my hand. Not a lot of authors can do that.

still learning

Excelente

The book is very good.!! Beautiful pictures. Everything good explained.!! Receivet the book 2 11 days ahead of scheduled. The book envelope and book was not damaged.

great

The first few pages had great info! Haha awesome book

Not as good as the Ed Barr book. Seems like more bragging than how to.

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PDF Ebook , by Leo Tolstoy

PDF Ebook , by Leo Tolstoy

The book with that said , By Leo Tolstoy has the some motivations the inspirations can be taken for you that strategy such a brand-new company. When you have no suggestion to plan just what to do, this publication will certainly assist you. It takes place when you depend read it perfectly and also get it exceptionally. Are you interested to read it? Allow's take couple of minutes to handle this book then take it as reviewing material.

, by Leo Tolstoy

PDF Ebook , by Leo Tolstoy

, By Leo Tolstoy Exactly how a basic concept by reading can enhance you to be a successful person? Reading , By Leo Tolstoy is an extremely easy task. Yet, just how can lots of people be so careless to check out? They will certainly like to invest their leisure time to talking or socializing. When as a matter of fact, checking out , By Leo Tolstoy will give you more possibilities to be successful completed with the hard works.

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Maturing from primary to the grown-up, checking out books will allow various needs to believe. Sometime, we need the book due to the task target date. However in various other time, you could read again this , By Leo Tolstoy, for not just the task due date requirement yet likewise for eager. So, is reading this book your excellent anxious to review. When you have sufficient to seek for one more publication that can not make you feel delighted, you will always search for other resources, won't you? This is why we pertain to you to help in finding the best publication.

Currently, when you have an additional suggestion to pick the book, just what you can do? It will certainly be far better as well as much easier to find , By Leo Tolstoy in this website because we offer you the direct link to go to guide website. It will certainly be much easier and faster to obtain it. Here, soft data will really aid you to save and read it every time you want. Obviously, it will not restrict you to read it in certain place.

Product details

File Size: 5393 KB

Print Length: 2567 pages

Publisher: Book House Publishing (July 17, 2016)

Publication Date: July 17, 2016

Sold by: Amazon Digital Services LLC

Language: English

ASIN: B01IMMB2OK

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Amazon Best Sellers Rank:

#33,739 Paid in Kindle Store (See Top 100 Paid in Kindle Store)

I suppose a lot depends on the translator as well, but I have to say I go both ways on Tolstoy. I had some time on my hands so I read War and Peace and Crime and Punishment. They're big name stories and I was ignorant of them. I much preferred War and Peace. That led me to more Tolstoy writings. I found this compilation interesting. I quite liked Anna Karenina as well. However many of the shorter works I found preachy and tiresome.

Enjoyed immensely, as a history buff and a good romance buff! It was always on my list to read and now I can move on!!!

I'm new 2 Russian literature but so far what I've read two of the novels by Tolstoy have been very enjoyable and informative. I plan to read more out of this collection as time goes on my

Anyone of the novels (AnnaKarenina, War & Peace, etc.) would be worth the cost this edition. Even if you have read some or all before, the opportunity to re-read is worth the cost.

IF you truly appreciate great writing you will love Tolstoy.

Classic

One's education is incomplete if one has not read Tolstoy's works. This Amazon version seems to have been adequately converted for digital reading.

This is a great resource for everything Tolstoy

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Ebook

Ebook

Never fret about the content, it will certainly be the same. Possibly, you can obtain even more useful benefits of the ways you check out guide in soft documents kinds. You recognize, think of that you will bring the book everywhere. It's so heave. Why you don't take very easy ways by establishing the soft file in your gadget? It is so easy, isn't it? This is also one factor that makes many individuals choose to choose this publication even in the soft documents as their reading products. So now are you thinking about?

Ebook

Feel lightheaded of your deadline task? It seems that you require enhancement sources and also motivations, don't you? Do you like reading? What sort of reading materials you may most likely love to do? We will reveal you as one of the suggested books that will certainly be in this place. As know, this internet is incredibly popular with all fantastic publications in soft documents version. When you have ideas to earn handle this publication, it ought to be promptly done.

becomes one of the hundred publications that we give in soft data kinds. Even this is just conserved, it will make you complete to have a book. It will not make you really feel woozy to bring the book alike the very publication enthusiast. You can simply read the soft documents in the device. So, it will certainly facilitate for you to review and also computer when at workplace and also house. The soft documents can be duplicated for some places as yours.

You can make different thing of exactly how analysis will certainly give you far better selection. Yeah, is a publication produced by an expert writer. You could take this kind of book in this website. Why? We provide the billions types and also brochures of the books in the world. So, really, it is not only this publication. You could discover other publication types to be your own. The means is really basic, locate the link that we offer as well as get guide sooner. Always aim to be the initial individual to read this book is really fun.

Even we discuss guides ; you may not locate the published books right here. So many collections are given in soft file. It will specifically give you a lot more perks. Why? The very first is that you might not need to carry the book almost everywhere by satisfying the bag with this It is for guide is in soft file, so you could save it in gadget. After that, you can open up the gizmo anywhere as well as check out the book properly. Those are some couple of advantages that can be obtained. So, take all advantages of getting this soft data book in this internet site by downloading in link offered.

Product details

File Size: 42470 KB

Print Length: 368 pages

Publisher: McGraw-Hill Education / Medical; 1 edition (October 22, 2015)

Publication Date: December 11, 2014

Sold by: Amazon Digital Services LLC

Language: English

ASIN: B00P1JSO4Y

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good

Good 🌟🌟🌟🌟🌟🌟

My wife has worked for quite a few years now as a nurse aide and EKG monitor tech, and we recently purchased these two books for her use in refreshing her skills in EKG and cardiovascular interpretations:EKG's for Nursing Demystified (Demystified Nursing)Cardiovascular Nursing DemystifiedThe style of these books reminds me of the 'Complete Dummies Guide to ...' series of books, which in fact are terrific books on a great variety of topics, making them readable and fun to learn.She picked these books out at our local bricks-and-mortar bookstore before we ordered them from Amazon (sorry B&N but we saved about twenty bucks in buying them here). What she liked about them was how they give a great deal of background information in understanding EKG and cardiovascular techniques, plenty of illustrations with clear explanations in how EKG traces are interpreted, and they include practice questions at the end of each chapter to test your knowledge.It looks like these books are part of a new series from this publisher, and if the other books are as useful as these two, then they are well worthwhile for healthcare workers or students preparing for a career in the field.

Everything you need to know whether you are new to EKG or looking to refresh some skills. You DON'T need to be a nurse to use the book,so don't let that fool you!

I am a nurse practitioner student. I was looking for a good, easily understandable ekg book and I came across this. This is a well written, basic ekg book that you can ever buy. All the info is current and they have nailed it. It is a good book to have.

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