Elements To Statistical Learning

After her father’s death leaves behind nothing but a ten-million-euro blood debt, Graziella is dragged into the world of the Vitale brothers, men who rule the city’s underworld with violence, power, and a loyalty that has no room for mercy, and who, by law and history, are also her stepbrothers. In their hands, debt is not something to be repaid but something to be owned, and because her father failed them, Graziella becomes the collateral they inherit, allowed to exist only as long as she remains useful and silent. For months, she survives by making herself small, enduring cruelty and indifference alike, learning that in a house built on fear, silence is not submission but survival. To the Vitale brothers, she is temporary, a problem that will eventually disappear once its value is exhausted. Everything changes when the eldest announces his political marriage, a union meant to secure alliances and erase liabilities, and Graziella realizes how easily she will be discarded. Instead of begging, she makes a single request: thirty days as their wife and queen, not as property but as a recognized presence, after which she will vanish forever. They believe she is desperate. They believe she wants protection or love. What they fail to see is that Graziella is not bargaining for affection, but for access. Because in those thirty days, she watches, listens, and learns, and by the time they understand what she has become, the quiet debt they ignored will be ready to rule them all.

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.

(Trigger warning: this book has some elements of dark romance with an unhinged ML) "Would you give me your surname or better take mine then? Will you be the lucky man?" I blurted out having no idea of what I was saying. My head was already in the clouds and blinded by his smile. It calmed the storm in my mind. He laughed. Those dark abysses were truly alluring when they sparkled. His fingers grazed my cheeks, wiping off my tears, before cupping them in his callous palms. "If you love my surname so much." A foolish smile graced my lips, oblivious of the fact that he wasn't joking. "You can't back down now, hubby. You just got a wife." I thought I lost everything when I walked away from Sinclair. I never imagined I’d end up as Alaric Von Duvall’s wife. ******* Her life was written in stone. A perfect life one she always dreamt of. Everything Cassandra wanted was within reach until one night revealed the love she'd trusted was a lie. Betrayal and deceit from those she trusted the most made every belief she had crash down. What she didn’t expect was to stumble into a stranger's arms, into his bed and wake up married. Alaric gave her what she thought she wanted; now she can't take it back. One reckless mistake became a wedding vow. Now she’s trapped inside Alaric’s empire of lies. Married to a stranger who knows more than he’s letting on He’s dangerous. He’s charming. And in front of everyone, he claimed her as his . Caught between Sinclair’s obsession, Alaric’s shadowy intentions, and her family’s betrayal, Cassandra doesn’t know if this marriage will be her downfall… or her salvation.

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.

Before Christmas Eve, all of Nowevik was betting. Not on money. On me. Would I finally pull the winning lot? Would Leon Fabian finally take me to his family estate for Christmas? The Fabians had a rule. A new bride had to attend the Christmas Eve dinner with the whole family before she counted as one of them. I'd been married five years. Five years. The lot never landed on me. I'd become Nowevik's favorite joke. This year, the winning ticket went to a nightclub hostess. She lounged on Leon's lap and flicked it onto the table in front of me, smiling like she'd already won. The room went silent. Everyone waited— for me to lunge at her like I had the last four years. Claws out. A scene. But I didn't move. "Congratulations." Leon leaned in, breath warm at my ear, smiling like he'd just proved something. "Wynne, you're finally learning how to behave. Keep this up and you might actually become a proper lady of my house." I lowered my eyes and tore the ticket in half. My face stayed blank. Leon had no idea the five-year deal between my brother and me was already over. Soon, he'd come take me home.

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?

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.

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.

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?

WARNING ‼️ This book delves into mature and explicit themes, including graphic sexual content, taboo relationships such as forbidden affairs and sibling rivalry-fueled obsession. The characters aren't all perfect and sunshine! Tread carefully if these elements unsettle you, reader discretion is strongly advised. (18+) **** I’ve craved Soren my entire fucking life. My sister knew it—knew he was my obsession, my filthy secret. But Cassidy’s always stolen everything from me. Dad’s favoritism and even the spotlight in college. And then she framed me for something heinous, painted me as an aggressive jealous junkie, and ruined me. As if that's not enough, she walked down the aisle with him. Now she wears his ring. She carries his children. She parades the perfect life right in front of me. And I’m supposed to smile. Pretend it doesn’t shred me apart every time I see him touch her. But one night… one reckless, drunk scorching night after being fired…We had a nightstand. He doesn’t remember—but I do. God, I do. And I can’t stop craving more. Cassidy thinks she’s clever, dragging me back into her perfect little life, humiliating me, then hiring me to nanny her kids. She thinks I’m weak. But sharing a roof with Soren is pure inferno, his gaze burns trails over my curves, hatred simmering beneath raw lust. We shatter every boundary: stolen gropes in shadowed corners, frantic fucks against walls, his cock slamming into me in forbidden spots where anyone could catch us…. I know it’s depraved to lust after a taken man. Sick to yearn for your sister’s husband. Utterly taboo. But I don’t give a damn. Because for once in my life, I want to take everything from her. Even if it destroys us all. .