Right?! Machine Learning is a branch of computer science that wants to stop programming computers using a detailed list of commands to follow blindly. Instead, their aim is to implement high-level routines that teach computers how to approach new and unknown problems – these are called algorithms. In practice, they want to give computers the ability to Learn and to Adapt. We can use these algorithms to obtain insights, recognize patterns and make predictions from data, images, sounds or videos we have never seen before – or even knew existed. Unfortunately, the true power and applications of today’s Machine Learning Algorithms remain deeply misunderstood by most people. Through this book I want fix this confusion, I want to shed light on the most relevant Machine Learning Algorithms used in the industry. I will show you exactly how each algorithm works, why it works and when you should use it. Supervised Learning Algorithms K-Nearest Neighbour Naïve Bayes Regressions Unsupervised Learning Algorithms: Support Vector Machines Neural Networks Decision Trees

    A personal witness to the horrors of 9/11, she saw things in black and white, with little time for spiritual seeking. Never did she expect that a personal family tragedy would propel her on a mystical journey that would turn her life’s path in a most unexpected direction.Follow Suzanne—now a practicing psychic-medium—as she moves from doubt and disbelief to full faith and trust in a reality beyond the physical senses. Laced with spirit-inspired poetry and compelling answers to many of life’s big questions, Suzanne’s remarkable story will leave readers with the comforting and credible message that this life is not all there is.

    1: Elementary Theory and Problems contains the essential material that is usually covered in required courses of strength of materials in our engineering schools. Strength of Materials - Part. 2: Advanced Theory and Problems contains the later developments that are of practical importance in the fields of strength of materials, and theory of elasticity. Complete derivations of problems of practical interest are given in most cases. The books are illustrated with a number of problems to which solutions are presented. In many cases, the problems are chosen so as to widen the field covered by the text and to illustrate the application of the theory in the solution of design problems.

    Meditation, breath-work, and Oriental healing arts are offered as self-reliant health management skills. A distinctive perspective on relationships and an inspirational guide to discover a passionate life purpose are featured. This book also includes a practical guide to optimize our life's master controller?the brain. In the name of comfort and security, we have created increasingly complex systems that demand our lives for their maintenance. Systems cannot answer life's most important questions?only you can. The ultimate goal of education, institutions, and expertise should be self-education. Only then will technology serve humanity rather than reign over us. Human Technology contains the principles and tools that can return us to self-mastery and the life well lived. Human Technology is a toolkit for living an authentic life.

    Now eighteen, Lorna Cunningham is eagerly awaiting the day when she can leave the Newcastle house in which she's known only heartache. The Arabian ancestry of the father she has never known has meant that she has been nothing more than an unwelcome guest in her grandmother's home, forced to take second place to her spoilt cousin, Rose, who has wanted for neither love nor material comforts.Lorna takes comfort from her growing friendship with bookseller Edwin Randall, who shares her love of reading and inspires her with his passion to improve the terrible conditions of the Newcastle slums. But their relationship is overshadowed by Lorna's infatuation with the handsome and charismatic Maurice Haldane - the man Rose is determined she herself will marry and who has the power to change all their lives for ever...

    It seemed like a lifetime of desire that had only led to friendship…until last night. Now, he had to clear his head. Could he avoid screwing up? Getting past the “friend zone” was one thing, but what he really wanted was love.He told her he had to leave.But he would be back.She seemed pleased at the thought.Mitch left for the airport. He had never been happier. Years of distant longing faded into joy. Nothing could ruin it for him, he thought.He was wrong.Paul carried with him the pain of a single slight in college. It fueled him and the hatred drove his success. Now, a billionaire, he had almost put the memory behind him…until he saw them. In an instant, he had the perfect plan…but how does one become a serial killer and pin it on another?He would need to be careful.It would take planning.Could he ruin Mitch’s life in the most horrible way possible and walk away?

    Always afraid he was about to die, he climbed into the cockpit anyway ... and lived to tell you about it. How would you feel if you were a new guy in the sky ... attacked by four Messerschmitts? Let me tell you, no matter how much you prepare, no matter how much you read, how much you train, no matter how much you think of yourself as a 'Hot Shot Pilot,' you are never ready for life and death combat! How did it feel to say a 'last goodbye' to your bride believing you would never see her again, as you left to fight WWII? Author's Facebook page at: facebook.com/P38Flyer/ As reviewed by A. L. Hanks, Lieutenant Colonel, USAF (Ret) who said it perfectly: In "Brave and Funny Memories of WWII" Lyndon Shubert, to our great benefit, tells us his story, an engaging tale of his WWII experience as a fighter pilot in WWII. A member of the "greatest generation" he recounts his days (and nights) flying P-38 fighters in the wartime skies of Europe. The tale is told in a relaxed, conversational style, honest and personal. The reader will appreciate the authenticity and the easy humor. He tells us a story that is at once delightfully humorous and deadly serious. He shares that unfettered sense of flying a powerful aircraft free in the vast expanse of the sky. The special sense that pilots have when they "can reach out and touch the face of God". Shubert relates the feelings of men in combat, that gripping apprehension in your gut when you know you're going to die, your senses at full maximum intensity, and then that striking after mission fear when you look back and realize that you cheated death once again. Shubert was indeed a special fellow. We are indebted to him for his service and his book. He captures a special piece of the American character and our history that is essential to pass on to our children and grandchildren. Lt Shubert was exceptional, a USAF officer and a fighter pilot who fought the war and earned the Distinguished Flying Cross. The author reminds us once again why fighter pilots are special. Why they are ubiquitously viewed as swaggering "raconteurs", with big egos and big watches who can sometimes be insufferable. But his tale also captures the reality of one-on-one aerial combat, loser goes home.... to God.

    Looking up at the stars or witnessing a beautiful sunrise leaves us feeling like there has to be more to our existence. Is there more out there than this? Who am I? What is my purpose? The answers to these questions are hidden in the Natural Laws of the Universe. These Cosmic Laws govern ALL things and shape our inner and outer worlds. They do not leave uncertainty or doubt. They are the key to ALL things in existence and they can help you to achieve anything you desire out of life. Unlock the secrets of the universe to help open your mind to a more fulfilling life. What you will gain from this book: Learn that there is more to life than what there seems How to gain knowledge and anything you want in life Why we are not told about the laws and why they are hidden from us How the laws are the key to ALL existence How to stop struggling and start living a meaningful life The Law of Attraction is one of the best known universal laws. It can help manifest anything you desire, but combined with other valuable laws it will reshape your thinking and bring more meaning to your existence. Not only can you have anything you desire, you can increase your quality of life and make more sense of the world around you. This book could be the most life changing book you've ever read. You can be in complete control of your life and the world around you by understanding the laws that govern all things. Take advantage of the hidden secrets of the universe and start living the life you deserve. Scroll up and grab a copy now!

    Additional narrators include Geoffrey Palmer O.B.E., Sir Donald Sinden, and Elaine Stritch. Music: 'Reverie De Sebastian' by Steve Davies.

     Did you know that 40% of bariatric surgery patients regain weight within 5 years of having weight loss surgery? When it comes to long-term weight-loss surgery success, you've got to get a handle on your emotions and motivation. The food will always be there, and it’s not about knowing WHAT to eat, but instead, transforming your relationship with food. This is why conquering your MINDSET is essential. If you are not in the right head-space, you can slide backward and enter the danger zone of regaining weight. Unfortunately, the cravings, emotional impulses, and habits to eat whatever and whenever still pop up after surgery. Even with the knowledge of what to eat, you will also need to learn how to manage yourself and your mindset around food. Fancy meal plans won’t help you if you haven’t tackled the most difficult part of having weight loss surgery; your brain! After investing so much time to get your body where you want it, is having the wrong mindset worth the risk of sabotaging all you've worked hard to achieve? In Bariatric Mindset Success, you will be guided by Kristin, a professional psychotherapist and a successful gastric sleeve post-op patient through her most coveted weight loss surgery success strategies. She’ll guide you through the WLS basics as well as advanced mindset, motivation, and emotional techniques to help you stay focused and on track through the ups and downs of life. You’ll gain practical tools and techniques to create lifestyle habits that keep you focused on WLS success for life, not just in the short term. Also, she gives you tools to handle friendships and relationships after weight loss surgery in addition to giving you a compass for living your best life, beyond the weight loss. Ready to get started? Scroll up to the top of the page and click on the “Add to Cart” button.

     Reawakening the forces of magic... And letting in monsters of myth and their dark-elf masters. Now, the fate of all will fall upon two women gifted with magical powers and a veteran Special Forces soldier. If they fail, it won’t just be the end of the Dark-Elf War. It’ll be the end of all human life. *** Read the complete story now! Includes: - Book 1: Starlight - Book 2: Gunz - Book 3: Ranger The Dark Elf War trilogy by former army officer William Stacey is a thrilling blend of urban fantasy and military sci-fi. You’ll love these books for their breathless pacing, believable characters, and non-stop action. Get the complete Dark Elf War Trilogy, more than 1500 pages of magic, monsters, and Special Forces action. Grab all three now!

    Written in collaboration with her daughter in a ‘tongue in cheek’ way to help break taboos of vaginal atrophy. This book is informative, serious, tear-jerking and guaranteed to make you laugh. Through this book you’ll learn the hidden secrets of menopause aimed to help you during your own experiences, informing women, men and health professionals of all ages.“An amazing piece of work. It made me smile and cry at the same time and really feel every woman on the planet needs to read it” – Dr Louise Newson.“If you have a vagina, know or love somebody with a vagina, you need to read this.”Diane Danzebrink, The Menopause Counsellor“This extraordinary, outstanding book is refreshingly candid and one of a kind. It is the sort of book you will buy extra copies of, to give to your daughters, your sisters and your friends.”Julie Bennett, Educational Author“I love the book and already have patients and friends in mind that I can recommend it to.”Fiona Mitchell, Women’s Health Physiotherapist“I would recommend it to everyone.”Amanda Tozer, Consultant Gynaecologist“Absolutely love it! Such an honest and informative read, smashing the taboo surrounding the conversation about our vaginas.”Sam Evans, Sexual Health Expert

    Melinda has been missing for weeks. The police would normally be all over it, but Melinda is a prostitute. Women in that line of work change addresses like they change lipstick. She probably just moved on.Staci is determined not to let Melinda become just another statistic added to the long list of girls who’ve gone missing over the years. Staci is also a prostitute – although not for much longer if Detective Reece Geary has anything to do with it. Reece will do anything to win Staci’s love. If that means putting his job on the line by launching an unofficial investigation, then so be it.Detective Jim Monahan is driven by his own dangerous obsession. He’s on the trail of a psychopath hiding behind a mask of respectability. Jim’s investigation has already taken him down a rabbit hole of corruption and depravity. He’s about to discover that the hole goes deeper still. Much, much deeper...

     Here the first three books in the series are presented together. The Illegal Gardener Driven by a need for some control in her life, Juliet sells up on impulse and buys a dilapidated farmhouse in a tiny Greek village, leaving her English life behind. The house is livable by local standards, but the job of restoring the garden is too big. It requires strength. Juliet cannot bring it to life on her own. Around the olive tree, hidden beneath the covering of bindweeds, are mattresses, broken chairs, shepherds' crooks, and old goat bells, the remains of past lives intertwined in a slow decay. The beauty of the garden is lost with the years of neglect and no one to appreciate it. Juliet reluctantly enlists casual labour. She has no desire to share her world with anyone. The boys have grown, Mick has gone. This is her time now. Aaman has travelled to Greece from Pakistan illegally. His task is to find work and raise money for the harvester his village desperately needs to deliver them out of poverty. Poverty that is sending the younger generation to the cities, dividing families, and slowly destroying his community. What he imagined would be a heroic journey in reality is fraught with danger and corruption. He finds himself in Greece and follows the work, a little here, a little there. As time passes, he loses his sense of self. He is now an immigrant worker, illegal, displaced, unwanted, with no value. Some days he does not have enough money to feed himself, let alone to return home to Pakistan. In the village square, he waits for work, dawn not even broken. Juliet hires Aaman. Neither is entirely comfortable with their role. Juliet the Westerner, who has money and a valid passport, resents the intrusion even though she wants her garden cleared. Aaman needs the work and money but resents the humiliation. As the summer progresses, even though they are from vastly different backgrounds, cultures apart, they discover they have something in common, an event that has defined how they interact and even how they view themselves. Pieces of their lives they have kept hidden even from themselves are exposed. They are each other's catalysts to facing their own ghosts... ) Although the island looks harmless, Marina knows it harbours ghosts from the past. Nothing would induce her to visit there again - except to protect her daughter. Sara Alexi's second book is a romp packed with a troupe of colourful characters intertwining in a gripping story. By turn uproariously funny, touching or sad this book is the stuff of which all families are made. Hopes, fears, secrets and misunderstandings beset relationships. Discovery and acceptance bridge a divide. The Explosive Nature of Friendship Do you like books about people? Then you'll love this intimate portrait of a man searching for meaning... Set in an idyllic Greek village, with a backdrop of sea and sun, this book will transport you... Mitsos has spent the last twenty years trying to comes to terms with the events of a single day and all that led up to it. In his twilight years a surprising turn of events gives him a chance to rectify his biggest wrong and give himself the peace he is seeking. But is what he has wanted for the last twenty years what he still wants now and is he the man he thought he was? Set against a backdrop of a small Greek farming village, comedy and tragedy are present in equal measures.Sara transports you to a land of sea and sun as she explores what it means to be human, and fallible.The book examines the nature of friendship, and how our choices and our perceptions of our place in society can define us.

    Spearman. A sci-fi military novel set in space, the book follows Captain Jonah Halberd, newly assigned commander of the spaceship HMS Cumberland, an advanced cruiser in the Royal Navy of the Commonwealth, currently under the reign of King Edward XII. There is an ongoing war between the Commonwealth and the Rodinan Federation. After rescuing Lady Julia Hawthorne, the fiancee of First Space Lord Chesterfield, Jonah and his crew set off for yet another dangerous assignment. But an ensuing battle with the Rodinan armada causes heavy casualties, and Jonah finds himself captured by the enemy. A daring rescue led by Lieutenant Commander Fred MacMurray results in Jonah receiving a hero's welcome back home. Now, he must unite the Coalition for war.