Introduction to Machine Learning with Python: A Guide for Data Scientists
Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You’ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, you’ll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data s...
- ASIN: 1449369413
Machine Learning: The Ultimate Beginner's Guide to Understanding Machine Learning Concepts and Techniques (Beginners, Intermediate & Advanced)
★★Buy the Paperback Version of this Book and get the Kindle Book version for FREE ★★Every day, someone is giving up learning about machine learning. Many people miss out on continuing their career, and maybe even progressing our species without even realizing it.You see, most beginners perform the same mistakes when they delve into the subject of machine learning. They start with a resource that contains too much-unrelated data, math, and programming language that will put them to sleep instead of igniting their passion.But that is about to change. This unique book on Machine Learning will illustrate the concepts, methods and history behind machine learning,including whereby our computers became considerably more powerful but infinitely less intelligent than ever and why all technology companies and their grandmother they want to follow us 24 hours a day, 7 days a week, by diverting the data points of our electronic devices so that they are processed by the programs that they try to become virtual crystal balls, predicting our thoughts before we even have them Most of the book looks like science fiction because, in a sense, it goes far behind what a common person would be willing to accept is happening.These are some of the topics covered in this book:About Machine Learni...
- ASIN: B07TG7G54V
A Human's Guide to Machine Intelligence: How Algorithms Are Shaping Our Lives and How We Can Stay in Control
A Wharton professor and tech entrepreneur examines how algorithms and artificial intelligence are starting to run every aspect of our lives, and how we can shape the way they impact usThrough the technology embedded in almost every major tech platform and every web-enabled device, algorithms and the artificial intelligence that underlies them make a staggering number of everyday decisions for us, from what products we buy, to where we decide to eat, to how we consume our news, to whom we date, and how we find a job. We've even delegated life-and-death decisions to algorithms--decisions once made by doctors, pilots, and judges. In his new book, Kartik Hosanagar surveys the brave new world of algorithmic decision-making and reveals the potentially dangerous biases they can give rise to as they increasingly run our lives. He makes the compelling case that we need to arm ourselves with a better, deeper, more nuanced understanding of the phenomenon of algorithmic thinking. And he gives us a route in, pointing out that algorithms often think a lot like their creators--that is, like you and me.Hosanagar draws on his experiences designing algorithms professionally--as well as on history, computer science, and psychology--to explore how algorithms work and why they occasionally go rogue, ...
- ASIN: B07DT1HMT3
Master the Coverstitch Machine: The complete coverstitch sewing guide
Get ready to take your coverstitch machine skills to the next level! Learn all the necessary techniques you need in order to create professional-looking garments that will rival ready-to-wear.Master the Coverstitch machine will guide you through the best practices needed for successful coverstitching, with easy to understand, illustrated, step-by-step instructions.With the basics covered, you’ll be able to create garments following the detailed tutorials on everything from sewing binding and neckband to jeans making and underwear.CONTENT• Hem garments like a pro• Sew binding, ribbing and other neckline finishes• Buy the coverstitch machine that best fits your needs• Use professional techniques for swimwear, activewear and underwear• Stitch decorative seams• Use a coverstitch machine for jeans making• Fix common coverstitch issues• Use different presser feet and attachments for maximum results• Pick the right type of needles and thread for your projects• Clean and maintain your machine• Industrial coverstitching techniquesEXPERT INTERVIEWSMaster the Coverstitch Machine also features sewing industry experts who share their best tips for successful coverstitching.Coverstitching can be daunting, but it doesn't have to be. If you follow the methods described in...
- ASIN: 9163961512
The Ultimate Guide to Machine Quilting: Long-arm and Sit-down - Learn When, Where, Why, and How to Finish Your Quilts
In this must-have resource, long-arm quilting expert Angela Walters and home-sewing-machine specialist Christa Watson team up to provide the ultimate guide to machine quilting. Gain insight into long-arm quilting, as well as guidance on quilting at a sit-down sewing machine. Whichever machine you use, you'll find warm encouragement and expert tips to help you every step of the way.Learn from the masters as you discover a range of quilting designs and 10 quilt patternsFind out not only how to machine quilt, but why some designs and motifs are better suited to long-arm quilting while others are ideal for sit-down quiltingPacked with tips, tricks, and advice on how to machine quilt better, you'll learn everything you need to know to get started confidently and finish strong
- Brand: That Patchwork Place
- ASIN: 1604687274
- UPC: 744527113507
You and Your Sewing Machine: A Sewist's Guide to Troubleshooting, Maintenance, Tips & Techniques (A Field Guide)
From the sewing machine whisperer comes this in-depth, visual guide to how a sewing machine works, how to keep it in good working order, and how to solve common problems. Perfect for sewists and quilters of all levels, this friendly approach to learning about and troubleshooting YOUR sewing machine gives you the tools you need to sew and quilt with less frustration and better results!
- Brand: C&T PUBLISHING
- ASIN: 1617455814
The Sewing Machine Master Guide: From Basic to Expert
The most comprehensive book about sewing machines available, yet is easy to navigate and understand. From basics to expert, it's two books in one, an efficient sewing machine guide and in-depth reference book that can stay with you for years to come. Starting with introductory chapters on how to use a sewing machine, the book quickly progresses to in-depth coverage of advanced subjects. Both home machines and industrial machines are covered with sections dedicated to modern machines and vintage machines. Chapters on fabric, thread, stitches, needles, feet and setting up a sewing room will help unlock your creativity. From straight stitch machines to electronic machines over 100 of the most popular home and industrial machines are featured with insights on capabilities for each type of machine. Older machines can have a service life of 80 years or more and are better suited for some types of work. For other applications a modern electronic machine with the latest features may be needed. The chapter on buying recommendations will help you figure out what type of machine and features are best suited for your type of sewing. Most people have a love/hate relationship with their sewing machines. They love them when the machine is working good, but hate them when frustrating problems ar...
- ASIN: 0990022722
Machine Learning: Beginner's Guide to Machine Learning, Data Mining, Big Data, Artificial Intelligence and Neural Networks
★★Buy the Paperback Version of this Book and get the Kindle Book version for FREE ★★If you’re looking for a way to become an expert Robot and impress your friends with the programs you can make from scratch, then keep reading...Artificial Intelligence, and in particular, Machine Learning is here today and it is shaping our world. It is shaping and simplifying the way we live, work, travel and communicate. Hence it is important for you to understand what it is and how it works. This guide has been designed to help you gain an understanding of machine learning, artificial intelligence and big data in a simple way.We will walk you step-by-step into the world of Machine Learning. You will have the opportunity to develop new skills and improve your understanding of this challenging yet lucrative sub-field of machine learning.The content presented in this eBook has been prepared for the total beginner and it doesn’t matter who you are or whatever job you are currently doing. This e-book will also be of great benefit to you if you are a business owner. No matter who you are or what you are doing currently, Machine learning can be understood by anyone. This E-book is recommended for you so long you have an interest in machine learning.This introductory guide on machine lea...
- ASIN: B07RRLTHWF
Python Machine Learning: The Ultimate Intermediate Guide to Learn Python Machine Learning Step by Step Using Scikit-Learn and Tensorflow
Do you need a general purpose, high level programming language?Do you want something that which focuses on readability and has less lines of codes than other programming languages?This book is one that provides that!Python is one of the best machine learning concepts currently on the market and it has seen a spike in popularity, mainly due to its simplicity when it comes to working with machine learning algorithms.Inside the pages of Python Machine Learning: The Ultimate Intermediate Guide to Learn Python Machine Learning Step by Step Using Scikit-learn and Tensorflow you will find easy to understand information which is perfect for those who want to take the next steps in their programming journey and includes:- The principles surrounding Python- Different types of networks so you can choose what works best for you- Features of the system- Real world feature engineering- Understanding the techniques of semi-supervised learning- And much more…If you already have some basic knowledge of Python, the various programming models and functional programming it supports, then this intermediate guide is perfect for expanding your knowledge base.Get your copy of this amazing book today and increase your Python skills now!
- ASIN: B07TLDJYPL
Cricut Explore Air 2 Machine Bundle Beginner Guide, Tool Kit, Vinyl Pack, Designs and Project Inspiration
What's included:-Brand New Cricut Explore Air 2 machine -Built-in wireless Bluetooth -Cricut Design Space software & app access -German carbide premium blade (preinstalled) -Accessory Adapter (already installed in machine)-USB cord and US Standard Power Cord -100+ free images & 50+ free project ideas from Cricut's website -Getting started guide -Pen & cardstock sample -Cricut 12 in. x 12 in. Blue LightGrip cutting mat -Cricut Vinyl Starter Kit (8 sheets 9 in.x12 in. vinyl, 2 sheets 9 in.x12 in. transfer paper, weeder, scraper)- Also includes the electronic format e-book, "Cricut: A Getting Started Guide."
- Color: Multi
- Brand: Cricut
- ASIN: B06X9P1GF4
- UPC: 643950468089
SCHMETZ ABC Pocket Guide - Household Sewing Machine Needle Guide
2014 Edition. Updated information includes the new SCHMETZ Color Code Chart. How much do you really know about your sewing machine needle? A little 2" piece of steel, the SCHMETZ needle, is the most important part of your sewing machine.The sewing machine needle is also probably the least understood and, certainly, one of the least expensive replacement parts. The SCHMETZ ABC Pocket Guide is a 36 page booklet of household sewing machine needles that no sewing enthusiast should be without. Perfect for both beginners and experts. The Guide includes complete descriptions (i.e., features, suggested fabric use, needle anatomy, etc.) of the different SCHMETZ specialty needles available. 3-1/8" x 4-3/4" size is perfect for pocket or purse.
- Brand: Schmetz
- ASIN: B00C1P17OK
- UPC: 036346348100
Python: Advanced Guide to Artificial Intelligence: Expert machine learning systems and intelligent agents using Python
Demystify the complexity of machine learning techniques and create evolving, clever solutions to solve your problems Key Features Master supervised, unsupervised, and semi-supervised ML algorithms and their implementation Build deep learning models for object detection, image classification, similarity learning, and more Build, deploy, and scale end-to-end deep neural network models in a production environment Book Description This Learning Path is your complete guide to quickly getting to grips with popular machine learning algorithms. You'll be introduced to the most widely used algorithms in supervised, unsupervised, and semi-supervised machine learning, and learn how to use them in the best possible manner. Ranging from Bayesian models to the MCMC algorithm to Hidden Markov models, this Learning Path will teach you how to extract features from your dataset and perform dimensionality reduction by making use of Python-based libraries. You'll bring the use of TensorFlow and Keras to build deep learning models, using concepts such as transfer learning, generative adversarial networks, and deep reinforcement learning. Next, you'll learn the advanced features of TensorFlow1.x, such as distributed TensorFlow with TF clusters, deploy production models with TensorFlow Serving. Yo...
- ASIN: 1789957214
Samsung DA61-05435A Ice Full Guide
This is an O.E.M. Authorized part. Fits with various Samsung brand models. OEM part # DA61-05435A. This product is manufactured in south Korea.
- Color: white
- Brand: Samsung
- ASIN: B01ARKTLSE
- UPC: 732454806791
Ultimate Guide to Longarm Machine Quilti: How to Use ANY Longarm Machine Techniques, Patterns & Pantographs Starting a Business Hiring a Longarm Machine Quilter
Learn the basics of longarm quilting and longarm machines, plus the business of quilting and great new quilting designs!
- Brand: C&T PUBLISHING
- ASIN: 157120184X
Machine Learning: The Absolute Complete Beginner's Guide to Learn and Understand Machine Learning From Beginners, Intermediate, Advanced, To Expert Concepts
★★Buy the Paperback Version of this Book and get the Kindle Book version for FREE ★★Machine Learning: The Complete Beginner’s Guide to learn and Understand Machine Learning, gives you insights into what machine learning entails and how it can impact the way you can weaponize data to gain incredible insights. Your information is pretty much as good as what you are doing with it and the way you manage it.In this book, you find out types of machine learning techniques, models, and algorithms that can help achieve results for your company. This data helps each business and technical leaders find out how to use machine learning to anticipate and predict the future.The book is divided into seven parts. The first part aims to give a rigorous initial answer to the fundamental questions of learning. We talk about what machine learning means, types of machine learning when we need machine learning, and so on.The second part of the book has been devoted to the applications of machine learning, financial learning in data mining, robotics, and so on.The third, fourth, and fifth part of the book discuss the impacts of machine learning, significant patterns, and the use of machine learning to solve business problems.The sixth and final part of the book is devoted to the challenges of ...
- Brand: Newcos
- ASIN: B07RHG1WGF
RevoHair Haircut Tool - Multi-Curve Hairline Template/Stencil/Guide For Men - Barber Supplies - Lightweight - With Hair & Beard Comb - Lineup & Edge up - Do it Yourself
Looking for a quality grooming tool?! Well CONGRATULATIONS because your search is now over!Welcome to Revo the most INNOVATIVE beauty brand on the market today! We offer the most PREMIUM and HIGH QUALITY grooming tools for men. Cut your hair with CONFIDENCE!Every gentlemen loves the FRESH CUT look after a haircut, but after a few days your hair grows back and the fresh look fades. Fear no more with our grooming tool! RevoHair is a CUTTING GUIDE that can help you maintain a fresh line up, and enhance your hair style. RevoHair has many functionalities that provide an absolute SHAPE to your hair! Whether you use the Straight Edge, Multiple Curves, Taper Line, or the Comb, RevoHair is the product for you! This tool is perfect for any gentlemen to USE AT HOME. It is also a great tool for hair stylists and beginner barbers to use! The RevoHair will build your confidence to cut your hair YOURSELF.NO MORE MESS UPS!COMPATIBLE WITH:Hair ClippersRazor BladesBuzzers & Beard TrimmersStraight Edge RazorsShavers
- Brand: RevoBeard
- ASIN: B073G9Y6Z9
- UPC: 752830616622
Excalibur 3926TB 9-Tray Electric Food Dehydrator with Temperature Settings and 26-hour Timer Automatic Shut Off for Faster and Efficient Drying Includes Guide to Dehydration Made in USA, 9-Tray, Black
Dehydration is the healthiest, easiest, and most economical way to preserve foods. Load the trays and set the temperature, the Excalibur dries the contents of all trays evenly so everything's done at once. Dehydration concentrates the natural flavor, sweetness, and aromas of your food. Leaving you with a flavor that's far healthier than high-fat snacks and high-sugar candies that are filled with chemical preservatives. The Excalibur 9-Tray Large Dehydrator provides 15 square feet of drying space making this the biggest and best there is! Ideal for large families, large gardens, craftspeople, and sportsmen. This unit includes flexible polyscreen tray inserts to prevent foods from sticking to trays, 7" fan, built in on/off switch, adjustable thermostat, and a convenient 26 hour timer. Troubleshoot-fan makes a rubbing noise may be due to shipping, the trays may have been forced into the fan’s protective screen. Take out the trays,and blow on the fan blade to locate where it is rubbing against the screen. You may need to turn the fan on and press gently against the screen and listen where the noise increases. With a pair of needle nose pliers pull the screen away from the fan blade at point of contact
- Color: Black
- Brand: Excalibur
- ASIN: B008OV4FD0
- UPC: 190584098569
Building Virtual Machine Labs: A Hands-On Guide
Virtualization is a skill that most IT or security pros take for granted. The sheer number of choices and requirements can be a daunting challenge to face for beginners and veterans alike. With this book, you'll learn how to build a robust, customizable virtual environments suitable for both a personal home lab, as well as a dedicated office training environment. You will learn how to: - Understand the mechanics of virtualization and how they influence the design of your lab - Build an extensive baseline lab environment on any one of five commonly used hypervisors (VMware vSphere Hypervisor, VMware Fusion, VMware Workstation, Oracle Virtualbox, and Microsoft Client Hyper-V) - Harden your lab environment against VM escapes and other security threats - Configure the pfSense firewall distribution to provide security, segmentation, and network services to your virtual lab - Deploy either Snort or Suricata open-source IDS platforms in IPS mode to further enhance the flexibility, segmentation and security of your lab network - Deploy Splunk as a log management solution for your lab - Reconfigure the provided baseline lab environment to better suit your individual needs Easy to follow steps and illustrations provide detailed, comprehensive guidance as you build your custom-tailored lab....
- ASIN: 1546932631
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