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

    Little is known of her during her 30 plus years as a slave in Tennessee, or her life shortly thereafter. Her arrival and subsequent life in Cascade, Montana would make her a legend. Enjoy this great, inspiring and very humorous story of one amazing woman!

    Most books on world history overly emphasize the role of Western nations in the vast saga of mankind - the author of this book rectifies the gaps in books by Western historians by beginning the narration of world history with East Asia, and progresses from there through the rest of Asia to the Middle East.

    Putting people into places and situations unprecedented in history is stirred the imagination while the human experience was expanding and redefining. Yet, space exploration compels humans to confront a hostile environment of cosmic radiations, radical changes in the gravity and magnetic fields, as well as social isolation. Therefore, any space traveller is submitted to relevant health-related threats. In the twenty-first century, human space flight is poised to continue, but it will enjoy the ongoing developments in science and technology. It will become more networked, more global, and more oriented toward primary goals. A novel international human space flight policy could help achieve these objectives by clarifying the rationale, the ethics of acceptable risk, the role of remote presence, and the need for balance between funding and ambition to justify the risk of human lives. In order to address such a challenge, a preliminary careful survey of the available scientific data is mandatory to set forth adequate countermeasures. Envisaged solutions should provide a sound and technically feasible approach for counteracting microgravity and cosmic rays effects, which represent the main health risk for space crews. This objective must necessarily be sustained by national/international space agencies, which would coordinate their common efforts into a defined international spaceflight program.

    The British expected R.101 to spearhead a fleet of imperial airships that would dominate the skies as British naval ships, a century earlier, had ruled the seas. The dream ended when, on its demonstration flight to India, R.101 crashed in France, tragically killing nearly all aboard.Combining meticulous research with superb storytelling, Fatal Flight guides us from the moment the great airship emerged from its giant shed—nearly the largest building in the British Empire—to soar on its first flight, to its last fateful voyage. The full story behind R.101 shows that, although it was a failure, it was nevertheless a supremely imaginative human creation. The technical achievement of creating R.101 reveals the beauty, majesty, and, of course, the sorrow of the human experience.The narrative follows First Officer Noel Atherstone and his crew from the ship’s first test flight in 1929 to its fiery crash on October 5, 1930. It reveals in graphic detail the heroic actions of Atherstone as he battled tremendous obstacles. He fought political pressures to hurry the ship into the air, fended off Britain’s most feted airship pilot, who used his influence to take command of the ship and nearly crashed it, and, a scant two months before departing for India, guided the rebuilding of the ship to correct its faulty design. After this tragic accident, Britain abandoned airships, but R.101 flew again, its scrap melted down and sold to the Zeppelin Company, who used it to create LZ 129, an airship even more mighty than R.101—and better known as the Hindenburg. Set against the backdrop of the British Empire at the height of its power in the early twentieth century,Fatal Flight portrays an extraordinary age in technology, fueled by humankind’s obsession with flight.

    Fourteen years later the Petroski brothers arrived in London setting it alight with their breathtaking presence, bone melting accents and heart fluttering masculinity; eligible women were all interested in their availability. And yet the Prince’s betrothed, Miss Georgina Franklin, was yet to receive a visit.

    Little do they know that the unsuspecting, yet odd-looking turtle, is a fiend in disguise. The town bully, Victor Lockett, kidnaps the reptile and finds out he’s made a terrible, terrible mistake! The turtle is now on the loose and the killings begin. Elmer Jacks, the pet shop proprietor, finally reveals the true identity of the turtle to the two boys. He says there is an old scroll that was lost which holds the answer to the cursed tortoise and can revert it back to human form. Charlie’s pretty neighbor, Sunni Russell, joins them on their hunt for the beast. With her help, they search the Internet for the answer to the reversal of the curse. But will they find it? And most importantly, if they find the turtle, will the special words on the scroll even work?

    God’s word to Joseph was to prepare Pharaoh and Egypt NOW for seven years of famine. God’s word to Jeremiah was to prepare the Jews NOW for seventy years of exile into Babylon. The key word in these historical examples was NOW! What does God’s Word say for us to prepare for NOW? What are the tough decisions we need to make? The NOW Prophecies book identifies the biblical prophecies that were written centuries ago for THIS GENERATION! These ancient inscriptions predict powerful events that will profoundly affect everyone. This book makes it easy to understand how to get ready NOW for what to expect in the near future! Bill Salus is a media personality that has appeared on major Christian TV networks like, TBN, CBN, Daystar and more. Additionally, he is a conference speaker and the bestselling author of Psalm 83, The Missing Prophecy Revealed, How Israel Becomes the Next Mideast Superpower. Visit Bill’s website at www.prophecydepot.com

    Petersburg, Russia: The Shalakov family are moving from Moscow to start new lives. A family of musicians and violin makers in the traumatic early years of the 20th century, they’re faced with war and revolution, gruelling hardship and the breakdown of relationships and values caused by these most harrowing of events.A tale of unlikely loves and of unforgiving hatreds. Of bravery and cowardice, of innocence betrayed and of courage that will outface the harshest of adversity and the ever-present threat and shadow of death. A compelling family saga of the valour of the human spirit and of the magic of music that can do so much to sustain and support it. Perfect for fans of Josephine Cox, Lily Graham and Natasha Lester.

    Army Ranger Sergeant Tom Dunn’s newest squad member has a dark secret. And a plan. Nazi Germany’s V2 rockets are streaking down on London, indiscriminately killing civilians. The Allies are desperate to find out how the weapons work. Dunn and his British counterpart, Commando Sergeant Malcolm Saunders, are assigned separate, but related missions. Albert Speer, the Nazi Minister of Armaments, is transporting ten completed V2 rocket engines to another manufacturing facility for installation into the deadly rockets. Thanks to Bletchley Park’s Ultra intelligence, the Allies know all about it. Dunn and his squad earn the assignment to intercept the rocket engines in western Germany. Meanwhile, Saunders and his men parachute into Poland, south of Warsaw, to retrieve a captured V2 rocket gyroscope as well as schematics for the rocket obtained by the Polish Resistance. His wedding day is a week away and he promised Sadie he’ll be there on time, but something goes wrong. Separated from his squad, he scrambles to reunite with his men in time to catch the only way home, but meets one obstacle after another. From their first moment in Germany, as Dunn’s men execute their mission, things go inexplicably wrong. Betrayed by one of his own, Dunn must rely on his quick thinking to get his men out of an impossible situation so they can complete their mission and capture the extremely valuable Nazi V2 rocket engines. In the sixth book of the Sgt. Dunn series, Munsterman continues to masterfully blend history with action-packed plots in another of his fast-paced WWII Action Thrillers.

     On a steamy August day in 1953, Rick Snedeker, then just three years old, stepped off an Arabian American Oil Co. (Aramco) company airliner with his family into a life as different from what they left behind as sandpaper is to silk. It was to prove fabulously exotic and at the same time just like “home” in many ways. In his charming memoir — 3,001 Arabian Days: Growing up in an American Oil Camp in Saudi Arabia (1953-1962) — author Snedeker describes via a series of vignettes his fond and strange remembrances of living for nearly a decade in Dhahran, Saudi Arabia. Aramco, then the fledgling national oil company, was in those years run by several American oil giants including Standard Oil, and was hastily hiring American experts to develop the far-flung Saudi oil fields. To ease life for the new residents, Aramco built comfortable communities, some aspects of which were reminiscent of how families lived in the States. While a child, Snedeker considered the camels, endless sand dunes and kindly Saudis that filled his childhood in the desert as nothing unusual. Kids enjoyed the live Nativity pageants at King’s Road baseball field; Santa’s arrival on a camel or by helicopter at Christmas; the crowded, boisterous annual tri-camp desert fairs; Pep Flakes cereal, powdered whole milk, and chocolate milkshakes churned in his dad’s new-fangled Waring blender; the Dining Hall’s culinary delights. Then, too, Aramcons occasionally had to confront dangerous diseases, some unknown in America (polio, for example, ravaged Dhahran children in the fifties). But everywhere, watchful eyes looked out for the kids, creating an enveloping sense of safety and security and, Snedeker recalls, a great deal of happiness. Aramco provided generous biannual “long vacations,” allowing round-the-world travel to visit the planet’s most glittering metropolises, unusual getaways and remote hideaways. London. Hong Kong. Zurich. Honolulu. Asmara. Bangkok. Venice. Hofuf. Bahrain. New York City. Being raised in the unique, exotic environment of oil-camp Dhahran made the kids who grew up there different from other American children. When the expatriate Aramco dependents returned to the U.S., they were often seen as “other” by their untraveled peers. But it all turned out fine, as the entertaining read of 3,001 Arabian Days makes clear.

    The two sisters have their own secrets, hiding difficult childhoods yet still maintaining an air of superiority and righteousness with those around them. Living with them is their brother, Saville, an adult but with the mind of a seven year old. The little girl’s arrival soon turns their world upside down. Great plans are laid for their good-looking, headstrong niece. Harris is going to marry well. Everything changes when World War Two breaks out. Harris falls in love with a man who only has his own interests at heart. She scandalises and disgraces her family with her obsessive behaviour, making herself a laughing stock in the close-knit town. But Harris is not to be put down. She begins to build a successful business with the support of her aunts and her close friend, Bonny. She eventually meets and agrees to marry the respectable local solicitor to the happiness of her aunts, but at the altar, she hears her lost love enter the church…. And once again, she shows her true colours. When tragedy strikes, Harris fights to regain respectability in the eyes of those who care for her but has Harris learned any lessons from her obsessive past…?

    A handsome engineer. And a conspiracy that just might take both their lives.Hope wants excitement and to escape from her humdrum existence. When she comes to the end of her life she wants to know that she truly lived. Making money and buying anything she wants in the city hasn’t brought her fulfillment, so maybe becoming a mail order bride out west will.Solomon has received his civil engineering degree while nursing a broken heart. He doesn’t have any interest anymore in marriage but agrees to take a mail order bride in order to make his grandfather happy. He never expected a woman like Hope. Or to fall in love.Solomon discovers that the company he works for is using dangerous nitroglycerin to speed up work on the railroad line even though many men have been injured and killed since they started using it. So now he has a decision to make. Will he stand up for the workers and help them get safe working conditions and better pay? Or will he keep his mouth shut and hold on to his job and his only way to support Hope?Hope and Solomon must work together to get justice for the workers. But when a former beau shows up and disrupts things, their fragile relationship is pushed to its limits, leaving them wondering whether getting married was a horrible mistake. Or if it’s possible to find in each other the love and happiness they’ve always longed for.

    Is the emperor alive? Or is his death being kept a closely-guarded secret? It’s impossible to know for certain, since the spies and agents of the kingdom trade in misinformation and half-truths, and only heighten the tension between the brothers.In this atmosphere of palace intrigue and chicanery—as Murad acquires a reputation for overindulgence, Dara for sensitivity, and Shuja for impulsiveness—the stage seems set for a power-hungry Aurangzeb to make his ascent as emperor. However, will Aurangzeb’s quest for domination become his ultimate undoing? The Mughal High Noon, with master brushstrokes, explores questions of power, faith and contentment.

    Author Gene Gurney takes the reader from the superplane’s inception, test flights and production to its combat deployments and its ultimate purpose of dropping the atomic bombs on Hiroshima and Nagasaki.