Mathematics For Machine Learning

In my parents' hearts, there was always a "perfect son" who died too soon. I was just his flawed substitute, while my younger brother was their new hope. They pretended to be poor for 20 years, secretly funneling all their resources to him. While I was in the final stages of stomach cancer, writhing in pain, they were spending millions of dollars to build him a state-of-the-art study room. When the doctor told me to notify my family about hospital bills, I felt helpless, thinking they were just ordinary, broke workers. When my mom finally showed up at the hospital, she grabbed my hand, not out of concern. "Neville is under so much stress with his college entrance exams. Can you not die right now? He can't take it." My dad stood by, wearing a stern expression. "David was way more sensible than you."

My girlfriend keeps saying that she comes from a poor family, but she gives her childhood sweetheart a yacht on our anniversary. I text her to ask about this, but all she does is berate me. "Who do you think you are? How dare you stick your nose into my business! I'll give anyone whatever I want. My money, my call. Get lost!" Unbeknownst to her, I'm covered in blood on the other end of the line.

Their contract had expired a week ago and considering the fact that Miller's long term crush, Alexia was back from her six months trip, Miller decides to bring her back into the pack. Hurt and betrayed, Summer tries to reject him knowing she'd rather die than become his breeder, “I, Summer Dubios, reject…” Miller's cold voice cut her short instantly, “Summer! Are you out of your mind? You have no right to reject your mate! I’m not done with you yet. I alone have the right to reject you as my mate. Not until I am satisfied with the pleasure you bring, you're still my mate and you'll remain here till I have no use for you and that's final!”

A woman marries a powerful man to destroy him from inside, only to learn that the enemy she was hunting is not the man she married but the people who controlled both their pasts. Revenge turns into truth, pain turns into healing, and love grows where hatred was meant to live.

When I submit my resignation letter, my boyfriend, Daniel Carter, happens to have an arm around the new intern, Kimberley Lester, while teaching her how to secure a deal that's worth ten million dollars. After he's done with his lesson, he finally spares my resignation letter a glance. "What are you on about this time, my dearest sales champion?" I reply calmly, "I've already transferred all details of the company's clientele to others. I don't want any bonuses and commissions of this quarter. In fact, I've already had the finance department recall the funds and list it as the company's funds." Daniel is stunned for a moment. But he still thinks that I'm trying to gain his attention by sacrificing my own benefits. "You don't want money, huh? Then what do you want? You want me to fire Kimmy? Or you want me to give you some of the company's shares?" He passes a cup of coffee to me, thinking that I'll act the same way I did in the past—that I'll endure everything and keep working my ass off for the sake of my sales team. But I just shake my head. Now, I just want Daniel to watch his company fall into bankruptcy.

After being away for three years on a special mission, I saw a prenatal examination report on the passenger seat of my CEO wife's Maybach. Fiona Geller told me, "My sister died so young. I must leave her a child. It's just a test-tube baby with my brother-in-law. It's not an affair." The brother-in-law in question, Phillip Stanton, sent Fiona's pregnancy photos to my parents, mocking me for using his sperm to produce a baby with Fiona. My parents suffered a heart attack upon learning the news and were hospitalized. Fiona looked aggrieved. "Don't get so worked up, honey. One of the twins can have your surname!" I looked at her, completely giving up hope. I then called the unit.

Athena suffered deep emotional pain upon learning about the betrayal from her boyfriend and her stepsister. She had given all her love to the man and all her understanding to her stepsister, yet they still managed to hurt her. Because of that, she then approaches Euwenn, whom her stepsister wants to marry. Euwenn Cervantes is the grandson of Prime Global's founder. He is smart, handsome, and known for being a successful young businessman. Athena wants to enter into a contract marriage with Euwenn, and he willingly accepts. But he wants the contract marriage to become a real marriage.

Aiden and Wyatt have been best friends since they were kids. Wyatt's grandfather wished to see his girlfriend before he died, but the problem is Wyatt doesn't have one. And so, he thought of hiring a fake girlfriend. Since Wyatt is popular, a lot of girls applied to be his girlfriend, but he didn't like any of them at all. And that's when the craziness hit Wyatt, he asked for his best friend- Aiden to pretend to be his girlfriend in exchange for paying his father's hospital bill.

When nineteen-year-old engineering student Sky is scouted by Dream Entertainment, he thinks it’s a scam—until life throws him into financial uncertainty and he decides to take the leap. What starts as a desperate attempt to help his family quickly evolves into something far more complicated: a chance to star in a reality show where contestants pair up and compete for a coveted lead role in a new Boys’ Love (BL) series. Night, a successful but emotionally guarded model, isn’t the type to sign on for flashy reality shows—until he sees Sky’s casting photo and feels something he can’t explain. Against his manager’s advice and his own better judgment, he joins the project, drawn to the boy with the shy smile and uncertain eyes. Thrown into a house with six striking and wildly different contestants, Sky and Night are assigned roommates—others, not each other—and must navigate awkward first impressions, lip-sync battles, late-night conversations, and the growing tension between competition and connection. As the cameras roll and emotions blur, the question that hanging in the air: Is this just a path to fame in the entertainment industry—or is it something real? Is it all just for show?

By day, Don Pope is the untouchable king of Cross City’s financial empire. By night, he is something far darker—an infamous mafia don whose enemies vanish before dawn. Ethan Cole never intended to cross paths with a monster like him. One quiet night drive across the city turns into a nightmare when Ethan is kidnapped by masked men and thrown into an underground cage beneath the most luxurious mansion in Cross City—Don Pope’s estate. When the Don himself descends to inspect the prisoners his men captured, something unexpected happens. The moment Don Pope looks into Ethan’s eyes, he stops walking. He was supposed to pass the cage. Instead, he orders the others released… except for Ethan. What begins as cruel possession soon spirals into something neither of them expected. Don becomes obsessed with the fiery captive who refuses to bow to him. Ethan swears he would rather die than submit to the ruthless mafia lord. But obsession is a dangerous thing. What starts with violence slowly becomes dependence. Hatred becomes something far more complicated. And in a city built on betrayal, blood, and power, the line between captor and lover begins to blur. As war erupts between rival mafia families and secrets about Ethan’s past begin to surface, Don Pope must choose between his empire and the one man who refuses to belong to him. Because some loves are not meant to exist, but some destinies are written in the blood.