An Introduction To Statistical Learning

Not even halfway through the Thanksgiving holidays, my boss, Bill Griffin, calls me back to work. He demands I cold-call customers for sales and promises generous overtime pay. Eager to give my son a better learning environment, I seize every chance to earn more money and agree without hesitation. But once the holiday ends, the management posts a notice. "An employee has generated an excessive phone bill working overtime during the Thanksgiving holidays and incurred company losses. Please reimburse the phone bill immediately." Bill, whom I had worked alongside since graduating from college, swiftly turns on me. "Some people in their 30s are about to be laid off. Having a job at all is a blessing, yet they don't know how to appreciate the opportunities the company gives them." Refusing to bow to the absurd demands and open threats, I hand in my resignation that very same day. A company that discards its employees the moment the job is done isn't worth a second of my time. They will learn the hard way who holds the leverage.

One impetuous night gave them a gem and a lifetime of happiness. Izabelle had one-time sex with her crush, her cousin’s bestfriend after he was drugged. Later learning that she was pregnant, a misunderstanding flared where he believed that she had it all planned out. He agreed on taking responsibility but Izabelle’s desire was not to get into a loveless marriage and so she gathered her belongings and fled the country. Five years later, he saved a cute little bunny from child traffickers at the airport not knowing that the child was his. “You look like me, see? We have same eye colour,” the child pointed out. Then again, few minutes later when her Mother walked in, ‘Mommy, look I found daddy.” She raised her head to meet those icy familiar dark eyes. All Izabelle wanted was to keep her child away from Marcel but what about the sweet little thing holding onto his legs out of nowhere, batting her eyes at him and asking. “Will you be my daddy?”

The day Raina gave birth should have been the happiest of her life. Instead, it became her worst nightmare. Moments after delivering their twins, Alexander shattered her heart—divorcing her and forcing her to sign away custody of their son, Liam. With nothing but betrayal and heartbreak to her name, Raina disappeared, raising their daughter, Ava, on her own.Years later, fate comes knocking when Liam falls gravely ill. Desperate to save his son, Alexander is forced to seek out the one person he once cast aside. Alexander finds himself face to face with the woman he underestimated, pleading for a second chance—not just for himself, but for their son. But Raina is no longer the same broken woman who once loved him.No longer the woman he left behind. She has carved out a new life—one built on strength, wealth, and a long-buried legacy she expected to uncover.Raina has spent years learning to live without him.The question is… Will she risk reopening old wounds to save the son she never got to love? or has Alexander lost her forever?

Disclaimer: Rise of the Phoenix is the spin off/sequel of Dragon's mate. It can be read as a stand alone book Sarah Johnson is a girl whose life is anything but ordinary. At a young age she was adopted by an extraordinary couple of dragon shifters. Living with them and learning about the supernatural world gave her perfect insight into how a relationship between two people should look like, and she knew she won't ever be able to settle for anything less than true love. That's why she secretly dreamed of finding her own prince from a fairytale… the one that will love her just as much as she would love him. But what will happen when Sarah's sweet and bubbly nature clashes with always frowned and gloomy prince that was anything but what she had imagined? What will happen when the one that was meant for her refuses to accept her? With an unknown danger looming over Sarah's head, worries and troubles from the past, will they be able to set their differences aside and be what they are supposed to be… soulmates… or will they drift apart so that nothing can hold them together?

Violet loses her parents as a young child and is brought up by an elderly aunt. As she approaches her 17th birthday her life is turned upside down when her Aunt tells her that the life she has built with her must end - she has to go to learn about the background of her father. Secrets have been kept and those secrets turn Violet’s life upside down! Not only does she have to accept that her father wasn’t what she thought he was, but she too, is something she didn’t even realise existed! It seems a whole plan was in place for if something happened to her parents, including learning of her background and all it means. So Violet is sent to Autumn Moon Pack where an elderly relative of her father’s still lives to give Violet chance to be surrounded by others like her. In truth, she plans to learn what she needs to and leave to live alone like her father before her. But will meeting the handsome Beta, who seems quite taken with her, change her mind?

It was a dream come true for Briar Prescott, who married Adrian Sterling for love. But he married her for an heir. Briar believed she could win her distant, cold husband's wholehearted love, but she soon discovered the truth. He never saw her as his partner. She was chosen for only one purpose, to produce the heir to the Sterling business empire. Learning this after falling pregnant, Briar felt betrayed. She eventually makes a decision that her mother who did all she could to make the marriage happen would have killed her for. She ran, but unfortunately got into a fatal accident. Five years later, she returned under a different name, successful, vicious, and no longer the woman Adrian once pushed aside. But Adrian couldn’t believe the devastating truth. His wife was alive. And not just that, the little boy she has with her looks like him and calls someone else dad. Now the cold-hearted billionaire who once stomped on love. Must fight for the woman who no longer wants him and a son he never knew existed.

Humanity died, and she was the last of them. Zarah Winters was on the verge of death after killing the sixth prince of hell. The seventh prince, a cunning and deceitful individual, did not want her to die because it would deprive him of his source of entertainment — her. Verphegor, as the demon introduced himself, offered her a deal. He would send her back to the past, where she could keep all her memories of this time and use them to change the future. Zarah comes from a line of hunters. Hunters have a variety of abilities that aid them in combating demons. Zarah had no idea she had a talent in her past, which caused her to drop out of the academy. During the apocalypse, however, she discovers that she is a siphon, a person who steals the strength and abilities of demons in exchange for killing them. With that kind of power laying dormant and with growing potential, she agreed to gamble on the demon’s offer. But with Verphegor being a prince of Hell, can she really trust the prince? Moreover, upon learning of her powers at an early stage, can she use them for humanity’s advantage?

One year of love, loyalty, and promises of forever, destroyed in a single day. Henry truly believed he would spend the rest of his life with Danny, his older boyfriend. He thought their relationship was unshakeable… until distance, excuses, and “busyness” became the new normal. Not even a message on their anniversary. Everything fell apart when Henry joined his roommates for their Friendship Day outing, only to discover that his so-called boyfriend was in the same building, proposing grandly to another person on the exact day that was supposed to be their anniversary. Caught between heartbreak and the burning desire for revenge, Henry made a daring move. He turned to Danny’s biggest rival, Maverick, a fellow student just like him. But things didn’t go as planned. Maverick wasn’t just a rival. He was powerful, possessive, and unexpectedly devoted. And he wanted Henry, even after learning the whole thing started as a game. What happens when Danny realizes his mistake and wants Henry back? And what will Henry choose: the one who broke him, or the one willing to fight for him?

Elara Smith thought she had a perfect life with her husband who liked her and her baking and was least bothered by the fact that she couldn’t give him kids. However, her world came crashing down when she got to know that her husband was not only seeing his childhood sweetheart and an Ex, Vicky but also got her pregnant. That was when she took the tough decision of her life and decided to leave her husband without telling him that she was carrying his kids. Aiden Lockwood used to be the most eligible bachelor before his marriage to Elara. He was the most handsome and gorgeous hunk alive who ruled the business world by running Lockwood Industries across the globe. The moment Vicky returned to his life, he thought he now had everything. But oh, man. He was wrong. What would he do after learning that he was the father of triplets? Would he go after Elara and win her back? And the million-dollar question! Would she ever be able to forgive him and love him again?

"I'm a master at laundry and cooking, whether it's fast food, Japanese cuisine, or a French feast. What would you like to eat first? Marry me, and I guarantee you'll be blessed with delicious meals every day, Mr. Getson. So, will you marry me?""Sure!"After learning from the failure of her first marriage, Nancy only wanted an ordinary man to spend her life with during her second marriage. However, much to her surprise, her new husband, Yaacob, is revealed to be the primary heir to the country's most substantial fortune. When Nancy found out about this, her world turned upside down. Such wealth and privilege!After their marriage, Yaacob looked at the bland bowl of pasta before him and asked, "What happened to the French feast and Japanese cuisine you promised?"Hearing this, the woman in front of him swiftly untied her apron, raised one of her alluring legs, and casually sat on the table, "Would you prefer French cuisine, or me?"Yaacob, reminiscing about the previous night, replied, "You, of course!"