PDF Ebook Fundraising Analytics: Using Data to Guide Strategy

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Fundraising Analytics: Using Data to Guide Strategy

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Review

"….is a gift to the massess..a lens into the world of the sophisticated fundraising operations that pump the big bucks into major institutions. Written by Joshua Birkholz, the book's subtitle is 'Using Data to Guide Strategy" and that's what the book delivers." (CharityChannel.com, June 6, 2008)

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From the Inside Flap

Fundraising Analytics "As long as your focus remains on the donor, your data-driven strategies will evolve to benefit your organization. To be guided by data means to be guided by donors. Donors are the remarkable coefficients in high-results equations. If you plug them into your formula, your results will be extraordinary." —From Fundraising Analytics Today's successful nonprofits use information as a resource implemented in their organizational culture and realize that having an authentic vision for analytics is the key to successful fundraising. Fund-raising Analytics shows nonprofit executive directors, fundraising managers, directors of development, planned giving officers, and consultants how to turn their organizational data—with an appropriate focus on donors—into actionable knowledge. The result? A vibrant, donor-centered nonprofit organization that makes maximum use of data to reveal the unique diversity of its donors. Written by Joshua Birkholz, a leading practitioner and creative thinker in the world of analytics and philanthropy, to help nonprofits recognize the opportunities provided by fundraising analytics, this innovative book explores how analytics can be optimally used to drive success in fund-raising. It provides step-by-step instructions for conducting analysis in-house, with invaluable advice on how to: Understand your constituents Identify potential prospects for major and planned giving Develop campaign planning including capacity analysis and pyramid design Build a data-driven prospect management system Develop metrics to gauge and guide your success Select data for mining Broaden your support base Build a model to predict giving at your organization Organizations are seeing remarkable results through development of sophisticated systems for understanding their customers and using data to guide strategy. Part of the Wiley/AFP Fund Development Series, Fundraising Analytics is an easy-to-use, relevant book that can be used by all development officers with a vision towards deepening connection with donors and increasing nonprofit fundraising.

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Product details

Hardcover: 240 pages

Publisher: Wiley; 1 edition (April 4, 2008)

Language: English

ISBN-10: 047016557X

ISBN-13: 978-0470165577

Product Dimensions:

6.4 x 0.9 x 9 inches

Shipping Weight: 1.1 pounds (View shipping rates and policies)

Average Customer Review:

4.6 out of 5 stars

10 customer reviews

Amazon Best Sellers Rank:

#280,831 in Books (See Top 100 in Books)

I recently started working as a prospect researcher. I have a background in library science, and so I was comfortable with the research portion of the job, but wanted more handle on the data analytics side of things. This book provided a firm foundation for a variety of subjects for the whole fundraising staff. I thought the material was concise and very useful. Some of it was a little over my head, since I finished the book before I started the job, but I currently have the book on my desk for reference, and I am sure it will be dogeared in no time.

Well organized, well written, that lays good foundation to fundraising analytics. I found this book better overall, when compared to others.

It's not exactly a page-turner, but the information contained within breaks down the science of fundraising in a manner that is consistent with modern data-driven marketing programs. Anyone in the non-profit world responsible for building a community support around his or her organization should take a look at this book.

This text gave me my beginning in fundraising analytics. I refer to it monthly at work.

I loved this book. I have not read another book like it regarding nonprofit fundraising. It strikes me as kind of odd that one has not been previously written. But now one has! Awesome. Use it to establish a data-driven approach to fundraising in your nonprofit organization. There are 9 chapters in this book as follows:1. Overview of fundraising analytics2. Understanding your constituents3. Analytics and prospects4. Analytics and campaign planning5. Data-driven prospect management6. Annual giving analytics7. Selecting data for mining8. Descriptive analysis: Basic statistics and scoring models9. Regression analysisSo much of fundraising involves building a database of donors. Then building relationships with the donors who want to get more involved with the organization. But how does a fundraiser funnel that database of donors into a filter so the donors with the commitment, connection, and capacity can be fully hosed down? The answer: fundraising analytics.This book covers it all when it comes to fundraising analytics. And what it doesn't tell you can be easily dreamed up by the reader as she reads along. I particularly enjoyed the first Appendix entitled "Final Thoughts on Fundraising Analytics." However, I think it should have been included as a conclusion in the main body of the book. And the glossary included as an appendix was good, too. 5 stars!PS. Don't expect to learn what tools or computer programs one should use to make all this analysis happen. But that is best saved for another book that I don't think has been written.

If you're looking for a book to help you get started with an analytics program in your fundraising organization, this is it. Both the curious executive and the eager analyst will get use out of this book. I refer to this book time and time again. It teaches how to build a RFM model, and also provides a walk through of building a predictive model using SPSS.

I had an opportunity to meet Josh when he consulted with the college where I worked. When he came in and taught our Advancement Services Team how to use predictive modeling, it was transformative. We began fundraising more effectively and saw net proceeds and ROI increase. Josh's book is a MUST READ for all fundraising professionals.

There are just some things that we should read, and Josh's book is one of them. It's not sexy, but it sure is satisfying to understand how to dig the ore out of the goldmine that is your database.

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Ebook Moving History/Dancing Cultures: A Dance History Reader

Ebook Moving History/Dancing Cultures: A Dance History Reader

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Moving History/Dancing Cultures: A Dance History Reader

Ebook Moving History/Dancing Cultures: A Dance History Reader

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From Library Journal

Albright (dance, Oberlin Coll.; Choreographing Difference: The Body and Identity in Contemporary Dance) and Dils (dance, Univ. of North Carolina) have compiled an eclectic selection of articles on the world of dance, covering historical, theoretical, and international perspectives. A useful source for academic dance programs, the book includes professors, choreographers, anthropologists, and others among its contributors. "The Belly Dance: Ancient Ritual to Cabaret Performance" and "The Harsh and Splendid Heroines of Martha Graham" are a few representative essays in a book that places a strong emphasis on dance traditions from around the world. Conceived as an alternative to the usual photocopied packet handed out in many university dance classes, this book presents a wide assortment of material in one volume. It also makes a much-needed contribution to dance scholarship. Recommended for academic libraries and specialized collections. Barbara Kundanis, Batavia P.L., IL Copyright 2001 Reed Business Information, Inc.

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Review

"A useful source for academic dance programs . . . Conceived as an alternative to the usual photocopied packet handed out in many university dance classes, this book presents a wide assortment of material in one volume. It also makes a much-needed contribution to dance scholarship." —Library Journal

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Product details

Paperback: 544 pages

Publisher: Wesleyan University Press; 1st edition (October 19, 2001)

Language: English

ISBN-10: 0819564133

ISBN-13: 978-0819564139

Product Dimensions:

8 x 1.3 x 10 inches

Shipping Weight: 2.7 pounds (View shipping rates and policies)

Average Customer Review:

3.7 out of 5 stars

15 customer reviews

Amazon Best Sellers Rank:

#285,444 in Books (See Top 100 in Books)

I had to buy this for school. I even had to read it for school. This is not something I would read for fun, but not failing my class is fun, so I guess that counts, right?

great for the class

I needed this for a class in Dance across world cultures. For a textbook it did its job in that it provided me with information to use for research papers etc. Other than that, the book was boring, I Enjoy dance and everything about it but this book was just blah. I only read what I needed for class and now that its over I am not interested in reading it on my own.

Got this book for Dance101 at CUNY Queens College Spring 2014. so far I like it, mostly we read the stories about Ballet for class. Its interesting to read about something and then practice doing it

Bad

Since this is a book needed for college I'm not sure if I like it yet.

For a text book it was great, but I thought it was going to be more of like a anthropological journal.

It came earlier than expected and is perfect for my class!

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Download PDF Life Reimagined: The Science, Art, and Opportunity of Midlife, by Barbara Bradley Hagerty

Download PDF Life Reimagined: The Science, Art, and Opportunity of Midlife, by Barbara Bradley Hagerty

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Life Reimagined: The Science, Art, and Opportunity of Midlife, by Barbara Bradley Hagerty

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Review

“Life Reimagined paints a portrait of middle age that is far from grim and decelerating. Midlife begins to seem like the second big phase of decision-making. Your identity has been formed; you know who you are; you’ve built up your resources; and now you have the chance to take the big risks precisely because your foundation is already secure.”—David Brooks, The New York Times“Life Reimagined gave me hope that midlife, even with its struggles, can be a time of growth and deeper joy in relationships old and new.”—BookPage“Bradley Hagerty crafts a book that is part insightful analysis, part memoir, and all-around engaging and relatable... [her] own journey is by turns instructive, poignant, and funny as she puts the information she’s discovering into practice... [she] makes a compelling case that our choices—to seek novel experiences, to stay active, to invest in enriching relationships—can transform the middle years into vibrant ones, and also help us move forward into old age with a greater sense of possibility and purpose.”—Washington Independent Review of Books “Bradley uses the perfect mixture of anecdote and facts and knows how to tell a story. Inspiring and reassuring, this book is guaranteed to shake up anyone who is coasting through middle age, reminding them that it’s up to them to find their essence and shape their last years with purpose.”—Booklist    “Insightful…This work is a joyous reminder that the middle years can be satisfying, resilient, and significant.”—Library Journal “An upbeat look at the joys of middle age… For midlifers eager to ‘create a new habit of mind,’ Hagerty is a rousing cheerleader.”—Kirkus Reviews“Barbara Bradley Hagerty is a wise and engaging guide through the possibilities (and occasional pitfalls) of middle age. With her deft storytelling skills and exhaustive research, she reveals a truth that should hearten millions of people: Done right, midlife can be a time of remarkable engagement, purpose, and love.”—Daniel H. Pink, author of To Sell Is Human and Drive“Please don’t have a midlife crisis. But if you do (and you will), drop everything and read this book. It’s like having coffee with a good friend who has been there—and also happens to be well versed in neuroscience, psychology and much more. Barbara Bradley Hagerty has written a sharp-eyed, big-hearted book destined for widespread dog-earing and underlining. Whether it’s navigating the worlds of marriage or friendship or work, Life Reimagined offers boatloads of earned epiphanies. This generous, wise and often funny book will leave you revitalized—and actually looking forward to life’s second act.” —Eric Weiner, author of The Geography of Bliss and The Geography of Genius “This book is destined to become the bible for boomers seeking to make the most of the bonus decades opening up in midlife and beyond, as well as for those younger generations on their heels.”—Marc Freedman, author, The Big Shift, and CEO, Encore.org“Combining her great reportorial skills with personal stories and fascinating data, Barbara Bradley Hagerty provides here a blueprint on aging.  She debunks the idea of midlife crises while recognizing midlife changes and then, through interviews with experts and individuals, points the way to move forward into life’s next phases. This book is so engagingly told, I’ve been telling my friends to get this book as soon as they can.” —Cokie Roberts, journalist and author of We Are Our Mothers’ Daughters“Life Reimagined is a powerful and inspiring book. Hagerty writes with wit, warmth, and scientific rigor. She shares her own experiences of the journey into midlife with honesty and humor and teaches us what science says about our brains, our resilience, and our relationships. Life Reimagined motivates us to delve into midlife with enthusiasm and reminds us that a life well lived requires thought and commitment—no matter what one's age.”—Karen Reivich, Ph.D., author of The Resilience Factor“Grab this book, find a comfortable chair, and get ready to change the way you think about your life. Barbara Bradley Hagerty blends the latest science with rich personal reflections to create a work that informs, uplifts, and ultimately offers a wise guide to what keeps people happy and healthy. Beautifully crafted by a journalist at the top of her game, this is an exciting book that you’ll find yourself talking about and sharing with the important people in your world.”—Robert J. Waldinger, M.D., director of the Harvard Study of Adult Development“Life Reimagined is arguably the best book on middle life ever written. Not only is it in beautiful prose, but it’s also thoroughly researched. In order to feel understood and to anticipate the future, everybody from 30 to 70 should read this book.  It is a joy.”—George E. Vaillant, M.D., former director of Harvard Study of Adult Development and author of Triumphs of Experience

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About the Author

Barbara Bradley Hagerty is the author of the New York Times-bestselling Fingerprints of God is also an award-winning journalist who spent nearly 20 years as a correspondent for NPR. Her work has appeared in The Atlantic, the Washington Post, the Los Angeles Times, Vogue, and The Christian Science Monitor. She has received the Templeton-Cambridge Journalism Fellowship in Science and Religion, and a Knight Fellowship at Yale Law School. She lives with her husband in Washington, D.C.

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Product details

Hardcover: 464 pages

Publisher: Riverhead Books (March 15, 2016)

Language: English

ISBN-10: 9781594631702

ISBN-13: 978-1594631702

ASIN: 1594631700

Product Dimensions:

6.3 x 1.5 x 9.3 inches

Shipping Weight: 1.6 pounds

Average Customer Review:

4.4 out of 5 stars

93 customer reviews

Amazon Best Sellers Rank:

#193,443 in Books (See Top 100 in Books)

This is a well written book by an accomplished author. Liked what the author had to say and read it over the Easter weekend.Why I liked the book:-* Well written story that seamlessly combines personal experience, interviews and review of research and other writing.* The material spoke to me personally - I'm 58 - and the advice and ideas came across as reasonable and thoughtfulWhat concerned me about this book:-I had the same concerns with this book as I did with Lean In by Sheryl Sandberg; Lean In and Life Reimagined are books written by highly educated middle class (at least) white people; and I ask myself how relevant the ideas and solutions presented are for the battlers of society. That's a question Hagerty asks when she refers to the audience of National Public Radio in the US as "highly intelligent and mostly white" , but then goes straight on to mostly talk to that audience.Hagerty does acknowledge the impact of economic circumstances on life (those who work at Lowe's for $10 per hour, or who have lost their homes through foreclosure), but the bulk of the book is implicitly focused on those who have the intellect, educational background and time available to reflect that a minimum financial base allows. That worries me. To some extent, this is a book aimed at those of us who have the first 4 levels of Maslow's hierarchy of needs sorted out and can spend time on "self actualization".One part that Hagerty could have left out is the section on her brother. Her brother Dave is the owner of The Atlantic. "Dave's life looks enviable: He is wealthy, with a beautiful wife and 3 exceptional boys educated at Yale or Princeton" . Dave is used as an example of a "new sort of generative phrase, one that accords with the definition I am advocating for people in midlife: targeting a problem using one's unique talents and resources". Dave generative phase is admirable; helping to release middle east hostages. I would have preferred an example more relevant for the "common" man or woman.Fortunately for myself, I am well educated and moderately well off, so the message of this book works for me (with an occasional question mark)

ARGHGH I wanted to really like this book, and I did at first. The emphasis on attitude, purpose and not being on autopilot really resonates. But as I read it, I got more and more irritated. It seems like there might be some flaws in the studies that show people are MORE satisfied and happier with their lives after their 40s and into their 50s. Who are these people in these studies? Let me guess. Self selected affluent college educated people with lots of time and money on their hands who would find it interesting and entertaining to participate in studies about their mental and emotional health. I'm guessing that people raising challenged kids, financially supporting ailing parents, working multiple jobs and dealing with physically or mentally ill spouses while their own health is slowly deteriorating don't get called on often to discuss their lives. And that sentence describes almost everyone my age that I know, but not anyone used as an example in the book. The examples given by the author of her life and the lives of her friends and family are particularly grating. These people make 6-7 figures, have enough money, existing professional success and time to change jobs, follow their bliss, work for charities, participate in athletics, go on RV trips.The Meaning of Work chapter especially made me want to throw the book across the room. (But I didn't because it's a library book, sorry Amazon). The book ends with a discussion of the 'bravery' of people making mid life career changes and has the particularly egregious example of a Philip Morris lawyer who spent her career working in Hong Kong and Switzerland defending tobacco and then after literally getting injured WHEN HER HAMMOCK BREAKS, bravely decides to change careers. So in a feat of great emotional daring, "L and her husband sold their home and bought a new one WITH ENOUGH ROOM TO BUILD A POOL HOUSE." And then started a business doing POOL THERAPY FOR DOGS.How more tone deaf can this book get?Nevertheless, I give it 2 stars because it helps me remember that all I can control is my attitude. (I just laughed again at the absurdity of the dog pool example! Enraging and hysterical at the same time.) I am living my life with purpose, and within the small window of choice I have over my circumstances choosing to be grateful for what I have. Just don't read this book if you are feeling at all vulnerable, exhausted, overworked, financially insecure, overwhelmed or trapped in the middle of middle age. It will only make you feel worse.

This book impacted me on many levels. At 54, I hit a wall about 4 years ago. This was during a time of juggling a job promotion, a very ill mother who needed my time and attention, a teenage daughter who also needed me also, and completing a Bachelor's degree that I had chipped away at for over 20 years (and wasn't willing to quit...again). I had my first panic attack which was a real eye-opener. I've been doing a sort of "crisis" evaluation for the past few years and this book has shed a lot of light into the shadowed corners. First and foremost, I appreciate the science and research cited in this book. I've read about the amygdala for years, but it's only with this book that I've come to understand how it interacts with other regions of the brain. Also, information on what we can do to prepare for an "engaged" post-employment period will hopefully stave off dementia and contribute to quality of life in twilight years, these are important topics and it's caused me to open up conversations with others who are in midlife to ask - how will you stay engaged? What are your plans? And I ask myself those same questions.There's so much in this book that I love. The links between body and mind are talked about a lot. I felt that this book spoke directly to someone in my age group and I plan to refer to it (and try to adhere to its advice) in the coming years/decades.

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PDF Ebook Billie Jean King (Trailblazing Athletes)

PDF Ebook Billie Jean King (Trailblazing Athletes)

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Billie Jean King (Trailblazing Athletes)

PDF Ebook Billie Jean King (Trailblazing Athletes)

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Product details

Age Range: 4 - 7 years

Grade Level: 1 - 2

Lexile Measure: 470L (What's this?)

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Series: Trailblazing Athletes

Library Binding: 24 pages

Publisher: Abdo Zoom (August 15, 2016)

Language: English

ISBN-10: 1680792504

ISBN-13: 978-1680792508

Product Dimensions:

8 x 0.5 x 8 inches

Shipping Weight: 7.5 ounces (View shipping rates and policies)

Average Customer Review:

2.0 out of 5 stars

1 customer review

Amazon Best Sellers Rank:

#1,055,850 in Books (See Top 100 in Books)

In page 10 of this book, the author misleads readers by writing "In 1972 King won every major tennis tournament." Not exactly true. While King did complete the Career Grand Slam that year by winning the French Open, she only won three of the four major tournaments. Virginia Wade won the Australian Open.I would appreciate reading a children's biography book that is 100 percent accurate. This one, however, is not.

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Free Ebook , by Michael Matthews

Free Ebook , by Michael Matthews

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, by Michael Matthews

Free Ebook , by Michael Matthews

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Product details

File Size: 7583 KB

Simultaneous Device Usage: Unlimited

Publisher: Oculus Publishers; 2 edition (June 1, 2018)

Publication Date: June 1, 2018

Sold by: Amazon Digital Services LLC

Language: English

ASIN: B07DGTV58W

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Amazon Best Sellers Rank:

#49,867 Paid in Kindle Store (See Top 100 Paid in Kindle Store)

First, PLEASE ignore the reviews that are complaining about the lack of detail in this book. This is a companion training guide to THINNER, LEANER AND STRONGER. This book lays out a complete year long training plan and functions as a notebook to log your progress if you like. You should definitely look at THINNER, LEANER AND STRONGER before starting this training plan.I bought this book for my wife who was looking to change up her workout this year. I had recently read Mike Matthew's book for men and have really been enjoying and finding success with his suggested training program. I loved how simple and straightforward the workouts are. This is all stuff that you should be able to do in an hour at the gym, and there isn't any silly, confusing nonsense. Strength training is really not that complicated. As Matthews explains, so many people are just confused by all of the misguided, contradictory information we're bombarded with.My wife has been going to the gym fairly regularly for the past few years, but her time there hasn't been very organized or focused. Occasionally she would ask me to write out "something to do" at the gym, and she would do that routine for a while. Its good that she has been going, but at some point you need practical advice and a program like Mike Matthews offers here to really get the most out of your time. i.e. Do these things on this day, this number of times, this many weeks, etc;I was really impressed by this book. She won't be asking me to write out "something to do at the gym" anytime soon. The day's training plan is written out clearly, page by page here for the entire year. She is set! More importantly, I was happy to see that she read through THINNER LEANER STRONGER and seems to have picked up a better understanding of both WHAT she is doing and WHY she is doing certain things.Fair warning: I kind of laughed during the first week when she was complaining how tired she was at the end of the day. She couldn't understand it. I had the exact same reaction when I first started Mike's program last year. For a week or so, I was incredibly wiped out at the end of the day. It was very disconcerting because we're both pretty active people and no strangers to the gym. Don't let it slow you down or worry you. My body adjusted and caught up to the new training, and I haven't felt that level of exhaustion since.I can't recommend this book highly enough. Every day I see people at the gym paying $50/hour to have a personal trainer do goofy, not especially effective exercises. For about $20, you can get the two THINNER, LEANER books, save yourself hundreds of dollars through the year and get way more out of your time at the gym. Be patient, follow the advice here and good luck!

I struggled between 4 and 5 stars.I recently purchased this book to start my one year challenge. I've already been weightlifting for a few years. I wanted to really make some better progress. I'm a total fan of Mike's books. I have both his cook books, thinner leaner stronger (on audio) and his fitness myths book.I have really attempted to use the information he provided to change the way I eat even more then I had, and to hone in my fitness routine. After two weeks I am already seeing improvements.The workouts seem easy and pointless but the next day you feel the burn.Just don't forget you have to push yourself to make the progress and be willing to challenge bumping up the weights.My only beef with the book is that it's geared to people with a gym membership. I have a home gym I've been slowly building and refuse to go back to the meat market where you can't get your hands on the good stuff (because of all the Meatheads hogging it while taking selfies)Some of the exercises I simply don't have the equipment for and there is not substitutions or modifications. I've tried to look some up but really.. there is not much I can find to be the equivalent to the leg press. But even so 90% of the exercises I CAN do!My only other beef is there isn't much on Max Rep. You need to know what that is to know where to start with his guide. It took me a little while of research outside his book to really understand that. It's not difficult or anything but kinda the key to unlock the rest of it.Otherwise I highly recommend it for people struggling on what the heck to do for a workout.It's certainly helped me fix my plan, and honestly simplify it.

I love having everything planned out! A years worth of workouts! Come on! That right there is incredible! 3 different splits ( 5,4,3 days) to fit your schedule! Use this with the TLS book and change your body forever! I’m only a few months in and my results have been spectacular!!

I bought this book at the same time I bought Thinner, Leaner Stronger (TLS) and once I bounced around from chapter to chapter I dove right in to lifting heavy. I began lifting (again) in early January and I did make some progress. But once I understood lifting "heavy" I was on a roll. I am only at the end of week two of Phase 1, 5 Day Split and I feel so much better about myself. I feel stronger, healthier from eating right and I am an already down a size in jeans. Lovin it! I lift in the mornings and have found that I am ready to work out again in the evenings and there's been a time or two where I had to keep myself from doing so.If your not sure about it just take the plunge and buy the books. At 61 years old this hard work is already paying off.

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Download PDF Make Your Own Neural Network

Download PDF Make Your Own Neural Network

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Make Your Own Neural Network

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Product details

Paperback: 222 pages

Publisher: CreateSpace Independent Publishing Platform; 1 edition (March 31, 2016)

Language: English

ISBN-10: 1530826608

ISBN-13: 978-1530826605

Product Dimensions:

8.5 x 0.5 x 11 inches

Shipping Weight: 1.6 pounds (View shipping rates and policies)

Average Customer Review:

4.4 out of 5 stars

258 customer reviews

Amazon Best Sellers Rank:

#53,405 in Books (See Top 100 in Books)

Who is Tariq Rashid? As I read more and more of this book, finding the answer to this question became paramount. I've read a lot of books, both fiction and non-fiction. In fact, I typically read a book a week. But never have I read a text which as so clear, and concise. Such a perfect marriage of simplicity and information about the subject. I actually didn't want to put the book down! Which is why I had to know about Mr. Rashid. It became clear to me that this man must be among the greatest teachers EVER!What would you normally expect when you buy a book like this? Lots of math? Plenty of dry paragraphs? Definitions on every page? Theorems and proofs? Well, if you do that in this case, you will be disappointed. Instead, what you find is that you will get exactly what you need to understand the topic, and put it into practice. No more, and no less.Mr. Rashid is an absolute master of communicating just what the reader needs to reach the point of understanding. And to get there, he uses a very simple, step-by-step approach. One that builds directly on what has gone before. No hiding the ball. No leaps in logic. Just a simple explanation that leaves no room for doubt (he works through simple examples to hammer needed points home). And at the end of the journey - and indeed, at many points along the way - where are you? I'll tell you where: you will be saying to yourself "I understand this! I got it! I am so happy I bought this book!"I got an inkling of what was to come when I read the appendices (e.g., about the basics of calculus). I figured the appendices in a book often tell you something about the author - what they decided to include, but not as part of the main text. When I finished them, I wondered why I never had a textbook, or even a teacher, like that? Why couldn't everyone explain things in this manner? I know when I give a lecture I try to make things interesting and easy to understand, but I suspect I've never reached this level, since I've never seen anything like it myself. And I've had almost 20 years in school!In the end, I have no doubt that I can use what I've learned. Indeed, I've got some nifty ideas about some ways to try this out, and am looking forward to doing so. So if you're thinking that the subject might be too difficult for you, I'm here to tell you that if you've got high school math, and even if you don't have a programming background, you can still do this!The bottom line is that if you want to learn about the basics of neural networks, THIS IS THE BOOK TO BUY! Don't even think about anything else. GET THIS BOOK!Oh yes, so who is Mr. Rashid? He's a man that is inspired to explain things to others. To really teach them, so that they can work to carry knowledge forward. But he is also a man that is too modest to publish anything about himself in his own books. You can read a little bit about him on amazon.com. That's what I did. He is truly an inspiration to me. Both in building my confidence in my own ability to learn this subject, and in restoring my confidence in others - proving to me that there are still plenty of people that truly want to do something good in this world.And Mr. Rashid, if you read this, I want you to know that you have not failed. No, you have definitely succeeded, in so many ways. Thank you for taking the time to do such great work with this book. I have never seen anything like it, and I hope you will be inspired to continue in your mission. Technical literature is not my favorite genre, not by a long shot, but in your case, I would be proud to stand first in line to buy whatever you care to write. It's that good!

I read several neutral or negative reviews about this book regarding the formatting. I am extremely pleased that I proceeded to purchase and read it despite those reviews.The author presented the core concepts of a simple neural network in the first section with a highly engaging style, taking the reader through each decision and clearly explaining the mathematics required with graphics a physical representation and text. The second section delved into Python code to exercise the concepts and walked through the code in sufficient detail that novice and experienced coders can easily understand the code. The final sections on Calculus refresher and Rasperry Pi are extra benefits for the casual reader. I am glad I elected to overlook the formatting situation, while was annoying at first - it is difficult to resize pages and do appear as PDF pages.

Very well written book with lots of explanatory images, charts, graphs, and a complete source code of a working neural network built step by step through the book. It takes the reader through building a real, working neural network without any required prior knowledge of complex math or any deep learning theory.The theory and the inner workings of the NN is explained first in a very approachable way, then in the next part the actual python program is being created, again in a very approachable and well explained way.My only regret is that it stops short from explaining some more advanced concepts like convolution layers, pooling layers, etc, that are found in modern neural networks for computer vision. Don't be put off by that though, it still explains A LOT of interesting and important concepts.For someone like me who didn't have a clue how NN work only a month ago this book was the perfect eye opener that gave me the foundations for future learning.Thanks Tariq, well done with the book!

This is a very nice introduction into Neural Networks. I have been recommending this to my friends and family. Even if you are afraid of the mathematics involved, the appendix in the book covers what you need to know in order to make sense of the math (most of it is simple algebra) with just a bit of derivatives that involve the chain rule. This is one of the few books that not only goes over the theory but also the step by step implementation (training your network to recognize handwritten numbers in Python) as well as testing the code and making minor tweaks to show how that will affect the overall accuracy of the network. For an added bonus, the author includes a chapter describing how you can train the network to recognize your own handwriting and things you can do to further increase the accuracy.Even though I highly recommend this book, there are a few grammatical errors as well as labels being incorrect in a few of the diagrams. You can still get through the book without the errors taking away from the content. I'm sure in future revisions, most of these errors will be corrected. Aside from that, I am pleased with my purchase of this book. Money well spent and I will continue referring back to this book.

The book itself can be painful to work through, as it is written for a novice, not just in algorithms and data analysis, but also in programming. For the neural network aspect, it jumped between overly simplistic and complicated, while providing neither in enough detail. That said, by the end I found it a worthwhile dive into neural networks, since once it got to the programming structure, it all made sense, but only because I stuck with it.

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