Thursday, April 22, 2010

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Learning Predictive Analytics with PythonBy Ashish Kumar

Learning Predictive Analytics with PythonBy Ashish Kumar


Learning Predictive Analytics with PythonBy Ashish Kumar


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Learning Predictive Analytics with PythonBy Ashish Kumar

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with Python

About This Book
  • A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices
  • Get to grips with the basics of Predictive Analytics with Python
  • Learn how to use the popular predictive modeling algorithms such as Linear Regression, Decision Trees, Logistic Regression, and Clustering
Who This Book Is For

If you wish to learn how to implement Predictive Analytics algorithms using Python libraries, then this is the book for you. If you are familiar with coding in Python (or some other programming/statistical/scripting language) but have never used or read about Predictive Analytics algorithms, this book will also help you. The book will be beneficial to and can be read by any Data Science enthusiasts. Some familiarity with Python will be useful to get the most out of this book, but it is certainly not a prerequisite.

What You Will Learn
  • Understand the statistical and mathematical concepts behind Predictive Analytics algorithms and implement Predictive Analytics algorithms using Python libraries
  • Analyze the result parameters arising from the implementation of Predictive Analytics algorithms
  • Write Python modules/functions from scratch to execute segments or the whole of these algorithms
  • Recognize and mitigate various contingencies and issues related to the implementation of Predictive Analytics algorithms
  • Get to know various methods of importing, cleaning, sub-setting, merging, joining, concatenating, exploring, grouping, and plotting data with pandas and numpy
  • Create dummy datasets and simple mathematical simulations using the Python numpy and pandas libraries
  • Understand the best practices while handling datasets in Python and creating predictive models out of them
In Detail

Social Media and the Internet of Things have resulted in an avalanche of data. Data is powerful but not in its raw form - It needs to be processed and modeled, and Python is one of the most robust tools out there to do so. It has an array of packages for predictive modeling and a suite of IDEs to choose from. Learning to predict who would win, lose, buy, lie, or die with Python is an indispensable skill set to have in this data age.

This book is your guide to getting started with Predictive Analytics using Python. You will see how to process data and make predictive models from it. We balance both statistical and mathematical concepts, and implement them in Python using libraries such as pandas, scikit-learn, and numpy.

You'll start by getting an understanding of the basics of predictive modeling, then you will see how to cleanse your data of impurities and get it ready it for predictive modeling. You will also learn more about the best predictive modeling algorithms such as Linear Regression, Decision Trees, and Logistic Regression. Finally, you will see the best practices in predictive modeling, as well as the different applications of predictive modeling in the modern world.

Style and approach

All the concepts in this book been explained and illustrated using a dataset, and in a step-by-step manner. The Python code snippet to implement a method or concept is followed by the output, such as charts, dataset heads, pictures, and so on. The statistical concepts are explained in detail wherever required.

  • Sales Rank: #1190369 in Books
  • Published on: 2016-02-15
  • Released on: 2016-02-15
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.25" h x .80" w x 7.50" l, 1.34 pounds
  • Binding: Paperback
  • 354 pages

About the Author

Ashish Kumar

Ashish Kumar has a B.Tech from IIT Madras and is a Young India Fellow from the batch of 2012-13. He is a data science enthusiast with extensive work experience in the field. As a part of his work experience, he has worked with tools, such as Python, R, and SAS. He has also implemented predictive algorithms to glean actionable insights for clients from transport and logistics, online payment, and healthcare industries. Apart from the data sciences, he is enthused by and adept at financial modelling and operational research. He is a prolific writer and has authored several online articles and short stories apart from running his own analytics blog. He also works pro-bono for a couple of social enterprises and freelances his data science skills. He can be contacted on LinkedIn at https://goo.gl/yqrfo4, and on Twitter at https://twitter.com/asis64.

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Saturday, April 17, 2010

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Product details

File Size: 2740 KB

Print Length: 226 pages

Page Numbers Source ISBN: 0800797922

Publisher: Chosen Books (April 19, 2016)

Publication Date: April 19, 2016

Sold by: Amazon Digital Services LLC

Language: English

ASIN: B01AO3OS0K

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Amazon Best Sellers Rank:

#50,784 Paid in Kindle Store (See Top 100 Paid in Kindle Store)

Incredible. I did my first 21 day water fast this Jan after years of 21 day Daniel fasting (finally broke through the fear of a no food lengthy fast)- at 56. This book makes me excited to stretch further to join in what God is doing.

The grace to fast supplied by the living Word and exceptional Field Training officers who penned this book. If you read it you will be convinced. If you close it and try to forget it you will be convicted. Be of good cheer. The Grace to fast is spiritually supplied. Step into the water again and again or plunge in and learn to swim. Jesus saves!

I loved this book. I was provoking and inspiring. Prior to reading the book I'd already felt called to do another 40 day fast but had planned to do a juice fast as I'd done on prior occasions over the years. The first day of the fast I juiced and was not able to drink the juice and knew I was to do just water which is the context of The Jesus Fast. This book as well as the devotional Lou recommends "Consumed" were instrumental in helping me stay focused on the prayer goals of the fast. I appreciated Lou's transparency regarding his own journey in various fastings; it helps to know that someone as seasoned as Lou still has struggles as well. I was inspired by Lou's testimonies of prayer assignments and breakthroughs that came during and after his own fast(s). Existing on water and prayer for 40 days was difficult enough in 2016 with air conditioning and a comfortable bed to rest in when I grew weak and tired. I can't even begin to imagine what Jesus endured in the desert with no air conditioning and no comfortable amenities. All of the discomfort and sacrifice was worth it because during the last week of the fast tremendous breakthrough came regarding a family issue that had been at a stalemate for a long time. it was one of the prayer goals of the fast and the breakthrough was sudden and concise and has continued to bear the fruit of reconciliation.

Lou's tenacity for revival and the presence of God is infectious. The Jesus Fast not only inspires you, the revelation of scripture is powerful. Get it! Prayer and fasting has always been the missing jewel in the church. If you're praying for revival, GET IT. If not, GET IT--and you will be.

Life changing! I ready this while doing a 40 day fast and all I can say is it spoke to me on every page, every level. They break through religion and tap straight into the spirit realm of your very being. Not many books that I really read twice. The first time I read it, the second time I and studying it. Thank you from hearing from God.

Lou shares the seeds of revival and spiritual renewal in this challenging and inspiring masterpiece. He clearly shows the place fasting had in our master model Jesus and how we can engage with the Holy Spirit to move from a life of formality and procedure to one of authentic power and transforming grace.

I believe we are called to action as the Body of Christ. Called as one together to bring forth what The Lord has promised. Lou Engle put this book together as God instructed him. Let's not miss it.

An outstanding book on the purpose and passion of fasting. I've read a few resources on fasting but this one is written from one who has chosen to live a lifestyle of fasting. The stories or testimonies laced in this book are like spiritual dynamite ready to be lit in the reader.

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Saturday, April 3, 2010

Download MATLAB and its Applications in EngineeringBy Raj Kumar Bansal, Ashok Goel, Manoj Kumar Sharma

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MATLAB and its Applications in EngineeringBy Raj Kumar Bansal, Ashok Goel, Manoj Kumar Sharma

MATLAB and its Applications in EngineeringBy Raj Kumar Bansal, Ashok Goel, Manoj Kumar Sharma


MATLAB and its Applications in EngineeringBy Raj Kumar Bansal, Ashok Goel, Manoj Kumar Sharma


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MATLAB and its Applications in EngineeringBy Raj Kumar Bansal, Ashok Goel, Manoj Kumar Sharma

Book by Bansal, Raj Kumar, Goel, Ashok, Sharma, Manoj Kumar

  • Sales Rank: #2937318 in Books
  • Brand: Brand: Prentice Hall
  • Published on: 2009-08-10
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.52" h x .77" w x 7.26" l, 1.65 pounds
  • Binding: Paperback
  • 560 pages
Features
  • Used Book in Good Condition

About the Author

Dr Raj Kumar Bansal is presently Principal of Chitkara Institute of Engineering and Technology, Rajpura, Punjab. He received his Ph. D. from the Indian Institute of Technology Kanpur and his teaching and research experience spans more than threeand-a-half decades. His research interests include power systems, control systems, optimization techniques, and fuzzy logic systems.
Dr Ashok Kumar Goel is presently working as Principal, Indo Global College of Engineering, Abhipur. He holds a Ph. D. from Thapar Institute of Engineering and Technology, Patiala. He has more than two decades of teaching and research experience. His research interests include neural networks, fuzzy logic systems, genetic algorithms, and particle swarm optimization.
Manoj Kumar Sharma is presently working as Lecturer at the University Institute of Engineering and Technology, Panjab University, Chandigarh. He holds an M. Tech. from Guru Nanak Dev Engineering College, Ludhiana. He has almost a decade of teaching and research experience. His research interests include artificial neural networks, control systems, and energy management.

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Wednesday, March 24, 2010

Free Download Claude Levi-StraussBy Edmund Leach

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Claude Levi-StraussBy Edmund Leach

"The most comprehensive and penetrating critique ... yet published"; of the father of anthropology. -- Science

  • Sales Rank: #7913248 in Books
  • Published on: 1976
  • Binding: Mass Market Paperback

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Tuesday, March 16, 2010

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Good Stocks Cheap: Value Investing with Confidence for a Lifetime of Stock Market Outperformance, by Kenneth Jeffrey Marshall

About the Author

Kenneth Jeffrey Marshall teaches value investing in the Masters in Finance program at the Stockholm School of Economics in Sweden, and at Stanford University. He also teaches asset management in the MBA program at the Haas School of Business at the University of California, Berkeley. Marshall is a past member of the Stanford Institute for Economic Policy Research; he taught Stanford's first-ever online value investing course in 2015. He earned his MBA at Harvard Business School.

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Product details

Hardcover: 240 pages

Publisher: McGraw-Hill Education; 1 edition (June 14, 2017)

Language: English

ISBN-10: 125983607X

ISBN-13: 978-1259836077

Product Dimensions:

6.8 x 1 x 9.3 inches

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

Average Customer Review:

4.6 out of 5 stars

26 customer reviews

Amazon Best Sellers Rank:

#164,336 in Books (See Top 100 in Books)

Investing books grab my attention if the author states they are beating the market by a significant margin and it's not a marketing presentation to buy more services. Even better if the author teaches investing at prestigious universities. In other words 'practitioner' and 'theory' balanced well. The author is successful in presenting the model he uses to beat the market in terms of that it is explained well and is actionable. The big point of difference is that, compared to a lot of other books, there are clear explanations and examples...and you are not left wondering for example "how/why did he calculate return on capital employed that way and what numbers were used etc." There are links to company accounts and excel spread sheets. If you have read a lot of books on investing and are especially attracted to value investing I think you will find this book will answer a lot of questions you might have. It's an excellent framework for investing in listed companies.

Having read 10+ books on value investing during the last few months - including all the classics - I can confidently state that this is the most fluently readable book when approaching the investment strategy of Value Investing:- clearly and concisely written- to the point, and making points with understandable and lively examples- clear walk-through along the highly applicable model- covers every topic from introduction to value investing to how to build and manage a portfolio, both for starters and veterans in investingThe amount of useful insights conveyed in such a concise manner with a pinch of humour is a delightful read! If you're serious about starting concentrated value investing, this book (and the author) is your top pick!

"If you want to be rich, do what rich people do".Warren Buffett is one of the richest people in the world. This book will show you step-by-step how to evaluate publicly-held corporations, determine a reasonable range of values per share and help you make in informed decision as to how much to pay for shares in the company. In short, you could say that he shows you how to buy "Good Stocks Cheap".What this book will NOT do is offer 'pie-in-the-sky' hot tips, investing fads or 'hidden secrets' that other authors promise. Another thing that he does not do is say things like "If you had bought 1,000 shares of Coke in 1984 ..." or "Obviously all indicators were there to sell Enron before the market collapsed .....". These types of comments are made after-the-fact by authors who want to convince you that they hold all knowledge (they don't).Ken makes no guarantee of overnight riches. In fact, he makes the point of "Value investing is a slow, steady, boring (and consistent) road to wealth that very few want to travel". However, as I travel this road, I am glad that Kenneth Jeffrey Marshall was there and willing to show me the way.Kenneth Jeffrey Marshall is a strong advocate of "If you can identify it, you can manage it.". He will show you the individual steps to take to perform self-analysis on your own stock-picking expertise. If, after three years, you determine that self-directed stock investing is not for you, you will have definite proof of this based on your own analysis rather than some gut-feeling or self-doubts. You can then make an informed decision to seek low cost Index mutual funds instead.By using this book and carefully building an Excel workbook, I now have the tools, resources and knowledge of where to find the key accounting values, plug them into the correct worksheet cells and within minutes determine the "fair market value range" of any publicly traded company. That information in itself is beyond measure.For anyone interested in the concept of "What is this company worth?", I highly recommend this book.

He writes clearly and walks you through each step of his process, explaining his rationale as he goes. This takes work, critical thinking, math and the willingness to sift through the financial statements. Maybe you get fast at this and start to intuit all of the various metrics, but for someone who is interested in this on the side, it will require significant effort. I'm ok with that, but understand, this isn't a "get rich quick" book.

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Good Stocks Cheap: Value Investing with Confidence for a Lifetime of Stock Market Outperformance, by Kenneth Jeffrey Marshall PDF

Good Stocks Cheap: Value Investing with Confidence for a Lifetime of Stock Market Outperformance, by Kenneth Jeffrey Marshall PDF
Good Stocks Cheap: Value Investing with Confidence for a Lifetime of Stock Market Outperformance, by Kenneth Jeffrey Marshall PDF

Saturday, March 13, 2010

Download PDF Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo

Download PDF Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo

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Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo

Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo


Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo


Download PDF Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo

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Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo

All Types of Curry Chicken, Spicy Sandwiches, Delicious Soups, and Unique Vietnamese Dishes Await

Get your copy of the best and most unique Vietnamese recipes from Chef Maggie Chow!

Come take a journey with me into the delights of easy cooking. The point of this cookbook and all my cookbooks is to exemplify the effortless nature of cooking simply.

In this book we focus on Vietnamese Cusine. The Easy Vietnamese Cookbook is a complete set of simple but very unique Vietnamese recipes. You will find that even though the soups and stews are simple, the tastes are quite amazing.

So will you join me in an adventure of simple cooking?

Here is a Preview of the Recipes You Will Learn:

  • Spicy Tofu Salad
  • Vietnamese Meatballs
  • Delicious Spring Rolls
  • Vietnamese Style Chicken Wings
  • Multiple Variations of Pho (Vietnamese Soup)
  • Much, much more!


Pick up this cookbook today and get ready to make some interesting and great tasting Vietnamese dishes!

Related Searches: Vietnamese cookbook, Vietnamese recipes, Vietnamese cuisine, Vietnamese food, easy Vietnamese cookbook

  • Sales Rank: #587384 in eBooks
  • Published on: 2015-08-02
  • Released on: 2015-08-02
  • Format: Kindle eBook

About the Author
Maggie Chow or Chef Maggie Chow as she likes to be called. Is the author and creator of your favorite Easy Cookbooks and The Effortless Chef Series. Maggie is a lover all things related to food. Interestingly she is a vegetarian and prefers to avoid meat. So rest assured that her veggie based recipes will be delicious! But don't worry because she is master of cooking savory and delicious meat based meals as well. Maggie loves nothing more than finding new recipes, trying them out, and then making them her own, by adding or removing ingredients, tweaking cooking times, and anything to make the recipe not only taste better, but be easier to cook. Check out Maggie's Facebook, Twitter, and her blog and be sure to like and subscribe!

Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo PDF
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Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo PDF

Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo PDF

Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo PDF
Easy Vietnamese Cookbook: 50 Authentic Vietnamese Recipes (Vietnamese Recipes, Vietnamese Cookbook, Vietnamese Cooking, Easy Vietnamese Coo PDF

Sunday, March 7, 2010

Free PDF Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD

Free PDF Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD

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Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD

Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD


Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD


Free PDF Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD

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Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD

The third edition of Prolo Your Pain Away- what's new? We are very excited to be marking the tenth anniversary of the original Prolo Your Pain Away with this new third edition. In this new edition we included a brand new chapter all about the role of nutrition in controlling chronic pain. If you didn't know it already, what you eat, and what you don't eat can contribute to your fight with chronic pain! To help you determine what foods maybe hurting you and what foods maybe best for you, we give you helpful tips and guidelines to determine what diet maybe best for you. Should you eat hi-protein meals to feel better or should you be eating grains and low fat foods? You maybe very surprised! We also talk about dietary supplements, the good and the bad and in our opinion what may be the most beneficial for you. In this new edition, we updated the information on the ingredients used in Prolotherapy solutions including the up-and-coming platelet derived growth factors, and new research in the area of Prolotherapy. Plus a few more changes, if you found Prolo Your Pain Away helpful in battling chronic pain, then we are sure you will find this new edition very informative. Ross & Marion

  • Sales Rank: #734977 in Books
  • Published on: 2007-08-01
  • Original language: English
  • Number of items: 1
  • Dimensions: 8.75" h x 6.00" w x 1.00" l,
  • Binding: Paperback
  • 382 pages

Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD PDF
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Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD PDF

Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD PDF

Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD PDF
Prolo Your Pain Away! Curing Chronic Pain with ProlotherapyBy Ross A. Hauser, MD, Marion A. Hauser, MS, RD PDF