An Introduction To Statistical Learning With Applications In Python Pdf

A plane crash tore my husband and his twin brother apart. One survived. One did not. When I rushed to the hospital, I saw my brother-in-law, who had just survived the crash, locked in a passionate kiss with his wife. My husband? He lay lifeless in the morgue. Blinded by grief, I stumbled down the stairs…and lost the child I had spent three years longing for. Three years passed. Just as I was finally learning to breathe without him, I overheard a conversation between his closest friend and my brother-in-law: "How long do you plan to keep pretending to be your brother? Alicia is your legal wife." He adjusted his glasses, voice icy and distant. "I swore to my brother I'd protect Emily for the rest of my life. I am him now. As for Alicia… let her be the debt I carry into my next life." That's when I learned the truth. It was the brother-in-law who died in the crash. My husband, the man I had mourned all those years, had taken on his brother's identity to stay by Emily's side, the unattainable woman he had always secretly loved. So then what about me? The woman clinging to old memories, living in torture for three years. What was I to him?

Mila is a fierce, resilient woman who doesn’t back down from challenges. She fell deeply in love with Alex, only to have her world shattered when he betrayed her with his mistress, Lily. Alex, obsessed with having a son, had divorced Mila after learning she supposedly couldn’t conceive. When Lily became pregnant, she secured her place by Alex’s side, leaving Mila devastated. Yet Mila, with her signature sass, decided to rebuild her life, throwing herself into her career with newfound strength. Just as Mila’s life starts to stabilize, she discovers something shocking: she’s one month pregnant. Reluctant to believe it, she re-tests, only to confirm the news. Soon, Mila learns the original claim of infertility was all part of Lily’s scheme to steal Alex and secure his wealth. Fueled by the betrayal, Mila sets out to reveal Lily’s deceit. But Lily is always one step ahead, twisting each of Mila’s moves to her advantage. Now, Mila faces her greatest challenge: outsmarting Lily and taking back control of her life, her dignity, and her future. Will Mila expose the truth before Lily’s schemes destroy everything?

CLAIMED BY THE FOUR ALPHAS WHO ONCE BROKE ME In the Silvercrest Pack, strength is everything—and Lena has none. Born an omega, she was the lowest of the low. When her parents died mysteriously, the whispers began. A cursed child. A burden. A nobody. No one stepped in when her uncle sold her to four powerful alphas to pay off his debts. Why would they? Omegas like her didn’t matter. She became their servant. Their shadow. Cleaning up after them, enduring punishments she didn’t deserve, and learning to disappear. Until everything changed. On her twentieth birthday, something impossible happened—she found her mate. Not one. Four. The same four alphas who once treated her like she was nothing are now bound to her by fate. And worse? She's the only one who can carry their heir. Suddenly, they want her. Crave her. Need her. But Lena is no longer the broken girl they once ignored. And if they think they can claim her now without consequences… They’re about to learn that the omega they shattered has teeth—and she’s not afraid to bite back. They all want her and didn’t want to share but why even chose one of them when she can chose all four?

Nathan Grey became the Alpha of the Old Woods Pack just a few months ago. Together with his best friends, Beta Kaiden and Gamma Caleb, he is trying to fight off the threat from a large rogue group that settled in the vast forests of North Washington. Between creating an alliance with the biggest pack on the continent and learning how to lead a pack, the last thing on his mind is finding his mate. He doesn't understand everyone's obsession in finding their destined one. That is, until he meets her. Nate gets persuaded by his friends for a night out in Bellforth, where they end up going to a show by a local theatrical group. As the performance begins he realizes that one of the actresses is his mate. Captivated by her voice and beauty, he quickly forgets about his previous views on soulmates. But what if she doesn't know about mates and holds secrets of her own? Caleb just recently became Gamma to one of his best friend. Together with Beta, the three of them had been friends since childhood yet he holds a big secret from them. With a deep desire of having his mate, comes even bigger fear of being rejected. Not only by his possible mate but also his friends.

The Mer people are supposed to stay far away from humans. But Angel Tritone—technically a mermaid princess—is obsessed with them. A scientist and sociologist in her own world, she’s determined to convince humans to stop polluting her ocean home. But when a shark attack forces her to escape to a boat, she discovers just how enchanting humans can be. Especially one particularly sexy specimen and his delightful six-year-old son. After growing up in a family of carnies and cons, all Logan Harding wants is a normal life. Ordinary. Boring even. But the naked woman he finds sleeping on his boat is anything but ordinary. The executive of a Florida sea park already has his hands full learning to be a father to the son he never knew he had. The last thing he needs in his life is a deliciously tempting but obviously crazy woman, especially one claiming to have amnesia.With her tail dried into perfect, oh-so-shapely human-looking legs, and the relationship heating up, Logan has no idea of Angel’s true identity. Her presence eases his relationship with his newfound son, but the secret Angel’s keeping could endanger them all. When he discovers the truth, will Logan throw her back in the sea or realize he may have made the catch of a lifetime?

Samantha Carter has always fought hard, balancing university studies with caring for her sick mother while learning not to trust easily. When she meets Jake Dawson, a kind but troubled friend, she finally opens her heart. Their friendship blossoms into a deep love full of hope for the future. But everything changes when pressure from his family and Julia Blake's romantic obsession force Jake to leave Samantha, leaving her heartbroken and alone. In her deep pain, Samantha searches for healing and finds comfort with Gabriel, a gentle and caring man who seems to offer her a new beginning. For a while, she believes that love can mend her wounded heart. But when Gabriel suddenly pulls away with a harsh letter, she is left wondering if she is chasing love as an escape from her past or if it might lead to a better future. At the same time, a long-hidden secret is revealed that will change everything. Ronald William, a billionaire heir living in luxury, is Brandon Carter—Samantha’s long-lost brother, who was stolen from their family as a child. As his true identity comes to light, his decision to unite with his family becomes a threat to his possession. When love, loyalty, and deceit collide, the price is higher than anyone ever imagined.

Elena Shaw is the wife of Henry Leone, the current head of the Monraven-based Mafia family in Newshire. She has been married to him for two years, but he has never once slept with her. Late one night, she inadvertently sees Henry relieving his desires while listening to a woman's voice. The voice belonged to Irene Shaw, her adopted younger sister and Henry's ex-fiancee. The year Elena turned 18, a DNA report changed both hers and Irene's fates. Elena is the real heir of the Shaw family, who had been taken at a young age and discarded abroad in Etolia. Meanwhile, Irene is the one who has taken her place in the Shaw family, receiving all of the love and glory that should've belonged to Elena. When Elena is brought back to the Shaw family, she replaces Irene as Henry's fiancee. However, Henry only marries her to take revenge against her for "ruining Irene's life". Even the fact that he had once saved her life turns out to be part of an elaborate lie. After learning the truth, Elena doesn't hesitate to leave. Once she disappears from Henry's world, the usually calm and collected Henry loses his mind.

Long ago Legends made flesh collided with the underworld as Dragons and werewolves went to war. In a battle that still rages today, the land was split and dragons took over the business world while werewolves controlled the underbelly and, as the years blended together two names emerged at the top of the shifter foodchain. Ragnar Dalgaard is the last of the pureblood dragonlords. In the business world, his company reigns supreme as it gobbles up the struggling businesses of lesser dragons. Hiding in plain sight amongst the humans, learning from their technology, and adapting their own, Dalgaard Industries is on the cusp of something big. Meanwhile deep in the crime world, Giovanni Lupo is the boogeyman amongst his peers. Sexy and ruthless, Gio and his cutthroat pack rule their world with an iron fist, but the werewolf wants more than slums and backstreets, he wants it all, and no one, neither beast nor human will stop him from getting it. When Charlotte Ren, a beautiful and highly intelligent scientist finds herself lost in the City, a chance encounter with the boogeyman and a job offer from a handsome stranger sets her on a path where old friends and sworn enemies come together in a supernatural clash of the titans, for the chance to win the heart of a human. But is Charlotte willing to let herself be the prize, and who says she has to choose just one of the men fighting for her favor?

“I don’t want to marry Edge anymore.” This is what I said when I decided to free myself from a man that I had never even seen before in my life. The clock of my lifeline was nearing an end and I was not ready to waste it on an arrogant man like the Alpha King- Edgar Darkmoon. But the moment I said this, the universe changed its course. The more we tried to stay apart, the more our lives collided and burned. “Throw her out of here!” “She isn’t allowed to take one step inside my territory!” “Banish her!” The alpha’s roar shook the places I set foot in when he didn't know my identity. But the moment he became aware of who I was, his cold stares changed into absolute adoration so fast that I had to put up a wall between him and myself because I didn’t want to fall for him! Unbothered by it all, a bigger crisis is dawning upon us soon. Edge is the King of Alphas, but an ages-old, greedy and the most dangerous entity is hovering above our lives. How many pains must we endure before learning that the beginning of us was always just a game that was bound to end in our devastation?

I was just eighteen when I mistook a business deal for a fairy tale, letting a schoolgirl crush blind me to the truth. My prince charming? He turned out to be more of a wolf in an Armani suit. Now, five years and a thousand broken pieces later, I've rebuilt myself into someone I barely recognize, a CEO, a survivor, and most importantly, a mother to my beautiful son Griffin. I thought I'd buried the naive girl who once dreamed in a garden. Apparently, the universe had other plans. My ex-husband's back, claiming he's changed and wanting a second chance. And then there's James Drake, a billionaire with scars that match my own, who makes me wonder if my heart remembers how to beat for something other than revenge. Between poisoned flowers showing up at my office and threats creeping too close to my son, I'm learning that success is the best revenge, if I can stay alive long enough to enjoy it. They say love is sweeter the second time around, but can I trust it when betrayal wore the face of love once before? One thing's certain: I'm not that naive wife anymore. And this time, I'm playing for keeps.