machine learning for dummies

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Machine Learning For Dummies

Author : John Paul Mueller
ISBN : 9781119245513
Genre : Computers
File Size : 35. 3 MB
Format : PDF, Kindle
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Your no-nonsense guide to making sense of machine learning Machine learning can be a mind-boggling concept for the masses, but those who are in the trenches of computer programming know just how invaluable it is. Without machine learning, fraud detection, web search results, real-time ads on web pages, credit scoring, automation, and email spam filtering wouldn't be possible, and this is only showcasing just a few of its capabilities. Written by two data science experts, Machine Learning For Dummies offers a much-needed entry point for anyone looking to use machine learning to accomplish practical tasks. Covering the entry-level topics needed to get you familiar with the basic concepts of machine learning, this guide quickly helps you make sense of the programming languages and tools you need to turn machine learning-based tasks into a reality. Whether you're maddened by the math behind machine learning, apprehensive about AI, perplexed by preprocessing data—or anything in between—this guide makes it easier to understand and implement machine learning seamlessly. Grasp how day-to-day activities are powered by machine learning Learn to 'speak' certain languages, such as Python and R, to teach machines to perform pattern-oriented tasks and data analysis Learn to code in R using R Studio Find out how to code in Python using Anaconda Dive into this complete beginner's guide so you are armed with all you need to know about machine learning!

Machine Learning For Dummies

Author : John Paul Mueller
ISBN : 9781119245773
Genre : Computers
File Size : 30. 91 MB
Format : PDF
Download : 516
Read : 1032

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Your no-nonsense guide to making sense of machine learning Machine learning can be a mind-boggling concept for the masses, but those who are in the trenches of computer programming know just how invaluable it is. Without machine learning, fraud detection, web search results, real-time ads on web pages, credit scoring, automation, and email spam filtering wouldn't be possible, and this is only showcasing just a few of its capabilities. Written by two data science experts, Machine Learning For Dummies offers a much-needed entry point for anyone looking to use machine learning to accomplish practical tasks. Covering the entry-level topics needed to get you familiar with the basic concepts of machine learning, this guide quickly helps you make sense of the programming languages and tools you need to turn machine learning-based tasks into a reality. Whether you're maddened by the math behind machine learning, apprehensive about AI, perplexed by preprocessing data—or anything in between—this guide makes it easier to understand and implement machine learning seamlessly. Grasp how day-to-day activities are powered by machine learning Learn to 'speak' certain languages, such as Python and R, to teach machines to perform pattern-oriented tasks and data analysis Learn to code in R using R Studio Find out how to code in Python using Anaconda Dive into this complete beginner's guide so you are armed with all you need to know about machine learning!

Python For Data Science For Dummies

Author : Zanab Hussain
ISBN : 9781118844182
Genre : Computers
File Size : 64. 92 MB
Format : PDF, Docs
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Unleash the power of Python for your data analysis projects with For Dummies! Python is the preferred programming language for data scientists and combines the best features of Matlab, Mathematica, and R into libraries specific to data analysis and visualization. Python for Data Science For Dummies shows you how to take advantage of Python programming to acquire, organize, process, and analyze large amounts of information and use basic statistics concepts to identify trends and patterns. You’ll get familiar with the Python development environment, manipulate data, design compelling visualizations, and solve scientific computing challenges as you work your way through this user-friendly guide. Covers the fundamentals of Python data analysis programming and statistics to help you build a solid foundation in data science concepts like probability, random distributions, hypothesis testing, and regression models Explains objects, functions, modules, and libraries and their role in data analysis Walks you through some of the most widely-used libraries, including NumPy, SciPy, BeautifulSoup, Pandas, and MatPlobLib Whether you’re new to data analysis or just new to Python, Python for Data Science For Dummies is your practical guide to getting a grip on data overload and doing interesting things with the oodles of information you uncover.

Predictive Analytics For Dummies

Author : Dr. Anasse Bari
ISBN : 9781119267010
Genre : Business & Economics
File Size : 67. 78 MB
Format : PDF, Mobi
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Use Big Data and technology to uncover real-world insights You don't need a time machine to predict the future. All it takes is a little knowledge and know-how, and Predictive Analytics For Dummies gets you there fast. With the help of this friendly guide, you'll discover the core of predictive analytics and get started putting it to use with readily available tools to collect and analyze data. In no time, you'll learn how to incorporate algorithms through data models, identify similarities and relationships in your data, and predict the future through data classification. Along the way, you'll develop a roadmap by preparing your data, creating goals, processing your data, and building a predictive model that will get you stakeholder buy-in. Big Data has taken the marketplace by storm, and companies are seeking qualified talent to quickly fill positions to analyze the massive amount of data that are being collected each day. If you want to get in on the action and either learn or deepen your understanding of how to use predictive analytics to find real relationships between what you know and what you want to know, everything you need is a page away! Offers common use cases to help you get started Covers details on modeling, k-means clustering, and more Includes information on structuring your data Provides tips on outlining business goals and approaches The future starts today with the help of Predictive Analytics For Dummies.

Data Science For Dummies

Author : Lillian Pierson
ISBN : 9781118841525
Genre : Computers
File Size : 87. 88 MB
Format : PDF, ePub, Docs
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Discover how data science can help you gain in-depth insight into your business – the easy way! Jobs in data science abound, but few people have the data science skills needed to fill these increasingly important roles in organizations. Data Science For Dummies is the perfect starting point for IT professionals and students interested in making sense of their organization’s massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you’ll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization. Provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysis Details different data visualization techniques that can be used to showcase and summarize your data Explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques Includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark It’s a big, big data world out there – let Data Science For Dummies help you harness its power and gain a competitive edge for your organization.

Sewing For Dummies

Author : Jan Saunders Maresh
ISBN : 9781118054222
Genre : Crafts & Hobbies
File Size : 90. 36 MB
Format : PDF, Docs
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Do you love to sew—or want to learn how? Then this book will have you in stitches in no time. There’s nothing like the feeling of completing a project using beautiful fabrics and great timesaving tools and then sharing it with your family and friends. Plus, learning to sew will save you money too! Before long, you’ll be stitching your own hems, repairing split seams, sewing on buttons, and much, much more. Sewing For Dummies is a book for both absolute beginners and experienced sewers. If you’re a stone-cold beginner, you’ll find everything you need to know to sew beginning-level projects—and the book doesn’t assume that you’ve ever even picked up a needle and thread before. If you’ve had some experience with sewing, you’ll find tips and tricks that it took author Janice Saunders Maresh, a nationally known sewing and serging instructor, years to pick up! You’ll discover how to: Master hand and machine stitches Read a sewing pattern Hem a variety of fabrics Negotiate sleeves and pockets Install zippers, buttons, and other fasteners Shape garments with tucks and pleats Adjust projects for better fit and function This updated edition features a fresh 8-page color insert of all the new home decorating projects, including new patterns and instructions for a traditional living room with slipcovered couches and throws; a French country dining room with drapes and slipcovered chairs; and a bedroom with shams, duvets, dustruffles, and window treatments, as well as: a bathroom with a shower curtain and towels hip and funky tote bags the perfect little black dress Complete with lists of quick fix-it tools, sewing fundamentals, and sewing resources, Sewing For Dummies, 2nd Edition, is the fun and easy way® to get the basics and stitch up a storm in no time!

Understanding Machine Learning

Author : Shai Shalev-Shwartz
ISBN : 9781107057135
Genre : Computers
File Size : 86. 26 MB
Format : PDF, ePub, Docs
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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

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