An Introduction To Statistical Learning With Applications

“It’s you,” he slides his hand down the nape of her neck. “Or nothing else,” he looked at her like she was the only star in the night sky and leaned close to her lips. “It took me so long to find you, yet, you came exactly when I needed you.” Saying this, she kissed him like he was the air keeping him alive. Love is a patient, soft and everlasting feeling, when you find such love, there will always be a part of your heart that would definitely change. Gavin Garrick was a man full of love, but everything turned black when he lost his parents and the love of his life abandoned him, being alone and facing such tragedy made him build a high wall around him, he became ruthless and cruel, but suddenly, Arielle Patton stumbled into his high walls. But what happens when she discovers the man was not who everyone thought he was? How does learning his secret change everything she pictured him to be? How can he tell if she wasn’t part of their plans to ruin him, when lies and betrayal clouded his worlds? Does she run away from the man who shared the same painful fate as her, or does she heal him? What can she do when she found herself surrounded in a world of wealth? Let’s read to find out!

In a college world where every hallway is a battlefield of intellect, pride, and desire, Rival Hearts explores the thin line between hate and a love that burns hotter than anyone expects. When fiercely independent Harper Lawson, a chemistry major with a sharp tongue and a stubborn streak, collides with Emery Collins, a confident and ambitious literature student, sparks fly—literally. Their rivalry begins in classrooms and spills into dorms, cafeterias, and late-night campus corners. Harper thrives on rules and routine, while Emery lives for unpredictability and teasing chaos. Every insult, every sarcastic remark, every heated debate draws them closer to a truth neither is willing to admit: attraction doesn’t always ask permission. What begins as antagonism turns into stolen glances, secret touches, and nights filled with whispered confessions and passion that neither can deny. Their friends notice the chemistry, professors are oblivious, and both women struggle with pride, past heartbreaks, and the fear of being vulnerable. As the semester unfolds, Harper and Emery navigate parties, group projects, dorm-room secrets, and the intoxicating highs of desire and intimacy. Amid campus gossip, emotional upheavals, and raw, steamy encounters, Rival Hearts captures the journey of two women learning that love can come disguised as hate, that surrendering to desire can be terrifyingly exhilarating, and that the fiercest rivals often make the strongest partners. Full of witty banter, heart-pounding tension, and intimate romance, this novel is a slow-burning, passionate exploration of the chaos of first love and the unstoppable force of attraction.

Since childhood, Astin Kier Hernandez has loved Laura Miller. But it was a one-sided love. Laura never had feelings for him. Still, he didn’t give up; he guarded her closely all through college. Out of gratitude to his family, Laura agreed when he proposed in front of their parents. He knew she wouldn’t refuse because of gratitude to their family. He thought he was the happiest man that day. He was wrong. Laura admitted she already had a boyfriend, Gael. But Astin didn’t allow the wedding plans to be canceled. Learning this, he rushed to set the wedding date. On their wedding day, Laura didn’t show up, and that was his first heartbreak. One-sided love is torture. For months, he disappeared from everyone’s radar, leaving behind his comfortable life. To forget, he joined the military, spending four years in training. After that, his team was deployed abroad on their first mission, which lasted longer than expected. Eight years is a long time, so he returned to the Philippines. He and Laura crossed paths once again. But he was no longer the Astin who was hopelessly in love with her. How many women had he left heartbroken whenever he was reassigned to a different place? But how could he now avoid the woman who did nothing but apologise and try to win him over every day? And how long could she endure his cold treatment?

Three years ago, Elara Vance had a passionate whirlwind romance with Julian Sterling, a man she didn't know was the heir to a global empire. When she discovered his true identity and heard his cold views on family and "accidents," she realized she couldn't tell him she was pregnant. She vanished without a trace, moving to a small town to raise her son, Leo, alone. Now, Elara’s son needs an expensive surgery, and her only choice is to return to the city and take a high-paying job as an executive assistant. On her first day, she walks into the office and comes face-to-face with her new boss: Julian Sterling. Julian is bitter and demanding, convinced Elara left him for money. He vows to make her life difficult as "revenge" for leaving him, but the old chemistry between them is still explosive. The secret shatters when Julian shows up at Elara’s apartment unannounced and sees Leo—a boy who is the spitting image of himself. Furious at the deception, Julian sues for custody, leading to a "fake engagement" or a forced marriage to keep the child’s legitimacy intact for the Sterling shareholders. Through the forced proximity of living together, Julian discovers the true reason Elara fled, and Elara realizes that Julian has changed. They must protect Leo from Julian's corporate rivals while learning to trust each other again.

In the coastal quiet of Baler, a studio is born—not of architecture, but of intention.* Founded by Yam, a poet whose words cradle pain gently, and Franc, an artist who paints tenderness into walls, the studio becomes a refuge for those learning to stay—with grief, love, longing, and themselves. As visitors arrive, they leave behind more than footprints: a sigh recorded in bamboo, a poem tucked into the “Found Letters” shelf, a mural painted in crooked lines. Through zines, tea, silence, and sketchbooks, the studio teaches softness as revolution. Ren creates the *Window of Soft Returns*, an installation of anonymous voice recordings—each whisper forming a community of echoes. Drew builds the *Staircase With No Wrong Turns*, inviting people to walk through emotions without shame. Franc offers brushstrokes as brave work, and Yam curates writing circles that map healing in half sentences. Together, they host festivals that feel like hugs, and they begin traveling their archive, letting softness cross oceans. Even those who once left—like Miguel—return, discovering that some doors never truly close. Others, like Tala, capture the studio’s sound and turn it into a podcast of breath and becoming. Over seventy chapters, the studio transforms into something larger than itself: a mural of memory, a sanctuary for second chances, a place where return is sacred and voice is proof of survival. In the final bloom, the studio stands not as a monument—but as a reminder: > *“Staying isn’t easy. > But chosen together, > it becomes home.”*

"Too bad, you need to learn how to write erotic stories in order to be a part of their collaboration." Pigil ang hininga niya habang unti-unting humahaplos ang kamay ng kanyang boss paakyat sa kanyang balikat. "You want me to help you?" Ash Santillan, a CEO of a publishing company in the country, offered himself to help Yamirah in learning how to write erotic stories. At this juncture of a moment, it is indeed the greatest help and best idea she would accept. Kailanga'ng-kailangan niya ito sa kagustuhan niyang makita ang iniidolong manunulat na siyang kasali sa collaboration series na gagawin nila. Sukdulang naisipan niyang magpaubaya sa gustong gawin ng binatang boss sa kanya. Gusto niyang um-oo, ngunit ni simpleng tango ay hindi niya maibigay sa oras na iyon. Nanatili siya sa posisyon hanggang sa tuluyan nang dumampi ang mainit na hininga ng binata sa sensitibong parte ng kanyang leeg. "Remember all the details that might happen at this very moment, young lady. Be submissive and you will be able to see him. Do you want that?" her 'beyond compare' and god-like employer---that's how she sees him---whispered in a manner that made her thank the world for letting her exist. Isang nag-aalinlanga'ng tango ang pinakawalan niya. "Good." Ngumisi ang binata. "Now, Yamirah, strip."

My father had always been against my marriage to Ryan Kane, a vampire of noble birth. He believed that as a human, I had no place in the vampire world. He warned me that if Ryan ever changed his mind, without his protection, my half-blood child and I would be nothing more than walking blood bags in the eyes of vampires. But I believed in Ryan—and in our love. My husband had always been gentle and attentive. He had even defied everyone to make me, a human, his vampire bride. That was before Ryan's human ex-fiancée had her engagement called off and returned to the country seeking his help. I went to the hospital alone. While I was learning that my pregnancy was high-risk, Ryan was there attending her prenatal checkup, even introducing her to the doctor as his wife. All he had for me was one cold line: "Keep pushing me and I'll file for divorce." I pressed my hand against my stomach and dialed a number I hadn't called in years. "Dad, you were right... I want a divorce." Two weeks. That was all it would take for me to disappear from his life completely. But later—that same vampire who had discarded me like I was nothing showed up at my wedding to another man, trembling all over, calling my name in a broken voice.

My family was the wealthiest in River City, with assets worth trillions. On my eighteenth birthday, my brother, Calvin Chester, gifted me an entire jewelry production line while my parents built a private museum and named it after me. The greatest hardship I’d ever faced? Learning how to spend my inheritance. Then I met Dario Darwin. For him, I cut ties with my family and helped him build his empire from scratch. But when I was three months pregnant, he demanded I drink on behalf of his assistant, Fran Fallon, a woman “slumming it” as an intern while secretly being the heiress to another fortune. “Stop pretending,” he sneered. “You’re not like Fran, raised in pampered luxury. You’re older, so act like it and take care of your juniors!” Then, to the clients leering around the table, “My wife’s just being dramatic. She can hold her liquor. Don’t hold back—pour her another!” Amid their jeers, he left with Fran, abandoning me to a room of drunken men. Years of sacrifice, only to be humiliated. I scheduled an abortion and called him. “We’re done.” Through the phone, Fran’s simpering voice chimed in, “It’s my fault that Clea is upset… I should quit and go home to my family’s billions.” “Ignore her. She’s faking it,” Dario cooed back. On the day Dario signed the divorce papers, my parents and Calvin came to take me home. Our marriage came to an end, but his tragedy was about to begin.

When Thalia wakes reborn in the heart of Silverpine—a secluded werewolf pack—she remembers only fragments: the terror of her escape, the fire she unleashed, the coven sisters she left behind. Haunted by guilt and desperate to hide her witch’s power, Thalia is forced to play the role of the Alpha’s fated mate to protect herself and the pack from enemies within and without. Silverpine is a fortress of secrets, suspicion, and pack law. The council circles, hungry for weakness. Livia, the Alpha’s rival, wants Thalia gone. Only a handful know the truth of Thalia’s magic—and if word spreads, it will mean death for her and danger for the wolves she’s learning to care for. As she navigates brutal trials and dangerous alliances, Thalia is drawn to Rowan, the troubled Alpha who carries scars—physical and emotional—from battles with witches long past. Their fake engagement ignites a bond that neither can ignore, but trust is as dangerous as betrayal. When Rowan’s need for a mate clashes with Thalia’s instinct for survival, both are forced to confront the wounds of their pasts. Haunted by memories of her old coven—of Mira, the friend she left to burn—Thalia must decide: keep hiding, or reclaim the full force of her power. But the magic that saved her may destroy everything she’s come to love. As rival packs close in and the council demands blood, Thalia must choose between saving Silverpine and saving herself. In the ashes of her past, can she forge a new future—or will old betrayals rise to consume them all? A witch among wolves. A lie that can’t last. And a power that refuses to stay buried.

~A romance full of drama, twists, and passion~ After a romantic disappointment, Paulina Perez, a shy governess, decides it's time to change and accepts the help of the biggest womanizer she knows, Simon Salvatore, her employer. Against all of his rules, Simon teaches Paulina the art of seduction. However, between lessons, it becomes difficult not to fall victim to his own tricks. ~ She had a problem. Even though his attitude went against all of his rules, Simon crouched in front of the governess. Amidst the tears, Paulina's surprise was visible as she looked at him. "What happened?" "Nathaniel said that I'm too good for him, that he doesn't want to deceive me and won't continue with me," she replied between sobs. "Translation: He gave you the brush off," he summarized without thinking, regretting it when she gave in to compulsive crying. ~*~ He was the solution. "Being too puritanical only drives men away," Simon argued. "I don't condemn your dream of finding Prince Charming, who will give you a 'happily ever after.' But even if he existed, he wouldn't stay with someone who runs away at the slightest touch." "I don't know how to be or act differently." "I can teach you. Just ask." Paulina looked at him astonished, and Simon thought about saying it was a joke. However, before he withdrew the offer, Paulina gathered her courage and asked, "Simon, teach me to be a different woman, more...sensual." Teach me Learning has never been so pleasurable