Do The Best Machine Learning Books Include Practical Exercises?

To me, 'ruthless' nails it best. It carries a quiet, efficient cruelty that doesn’t need theatrics — the villain who trims empathy away and treats people as obstacles. 'Ruthless' implies a cold practicality: they’ll burn whatever or whoever stands in their path without hesitation because it serves a goal. That kind of language fits manipulators, conquerors, and schemers who make calculated choices rather than lashing out in chaotic anger. I like using 'ruthless' when I want the reader to picture a villain who’s terrifying precisely because they’re controlled. It's different from 'sadistic' (which implies they enjoy the pain) or 'brutal' (which suggests violence for its own sake). For me, 'ruthless' evokes strategies, quiet threats, and a chill that lingers after the scene ends — the kind that still gives me goosebumps when I think about it.

Summer afternoons call for something cold and bright, and for me that usually means hunting down the best kaikai in town. I like places that treat kaikai like an art form — think small, bright dessert bars that do shaved ice or coconut puddings with care. Look for cafes that use fresh fruit, house-made syrups, and chewy tapioca or mochi bits; those textures are what make a kaikai sing. I’ll often judge a spot by the clarity of flavor: creamy coconut that isn’t just sweet, plus something acidic like lime or passionfruit to cut through it. When I’m testing places I go in waves: first, peek at photos and recent reviews; next, check whether the menu lists seasonal options (a sign they care); finally, order something simple alongside kaikai so you can compare balance. Little independent shops, modern Taiwanese dessert cafes, and Japanese-inspired dessert salons tend to top my list more often than large chains. A snug corner seat, friendly staff who’ll recommend toppings, and a neat presentation clinch it for me. If you love a creamy, slightly chewy texture with a bright topping, you’ll know you’ve found a winner — that first spoonful always makes me smile.

On slow mornings when my hair decides to puff up like it has plans of its own, I really lean into lightweight, texture-first products. For a low taper fade with fluffy hair you want stuff that gives separation and hold without flattening the volume — think sea salt spray as a pre-styler, a light matte clay or cream for shaping, and a fine texturizing powder at the roots when you need an extra lift. I usually spritz a salt spray into towel-damp hair, scrunch with my fingers, then blow-dry on low with a round brush or my hand to encourage the fluff rather than smoothing it down. If I'm going out and want that lived-in look, I follow with a pea-sized amount of water-based matte clay worked between my palms, then rake through the top and crown. For stubborn spots I'll use a little fiber or paste for extra grip, but sparingly — too much product kills the airiness. A light flexible hairspray keeps everything in place without turning the style into armor. Maintenance-wise, a sulfate-free shampoo every other day and a dry shampoo on day two keeps the shape without weighing the hair down, and a leave-in conditioner used only on the ends prevents frizz. This combo keeps the fade crisp and the fluffy top lively, which I love because it looks styled but still effortless, like I actually slept well even if I didn't.

If you want a straightforward path to drawing Deku, I’ve got a go-to routine I use that turns messy scribbles into something recognizable without overcomplicating things. I start with basic shapes — an oval for the head, a light cross for eye placement, and a rectangle for the torso. From there I block in the hair mass; Deku’s hair is spiky but rounded at the tips, so I sketch loose zigzags and then refine them into clumps. Next I break his face into thirds to place the big, expressive eyes typical of 'My Hero Academia', adding the signature forehead scar and freckles. For the body I think in cylinders: neck, shoulders, arms, then add his school uniform or hero costume as simplified shapes before detailing. Shading is minimal at first: flat shadows under the chin and around the hairline. For guided material I like a mix: a short YouTube step-by-step for pacing, a Pinterest step-layer image for reference, and a DeviantArt or Tumblr breakdown for pose ideas. If you want specific practice drills, I do 10-minute face studies, 5-minute hair clump sketches, and then a single full-body pose once I feel comfortable. That combo — structure, focused drills, and reference layering — is what finally turned my scribbly Deku into something I’d actually post. It’s honestly so satisfying when the eyes start to feel alive.

Let me walk you through my favorite setup for drawing Deku if you want something simple but effective. I start with a couple of pencils: an HB or B for construction lines and a 2B or 4B for darker linework and quick shading. A small, soft kneaded eraser and a clean vinyl eraser are lifesavers — kneaded for gentle highlights and vinyl for stubborn marks. For paper, a smooth sketchbook or a sheet of Bristol (smooth surface) keeps lines crisp and works well if you decide to ink. For inking I like thin-felt pens (0.1–0.5) and a brush pen for hair strands and dynamic line weight. If you want color later, cheap alcohol markers or a handful of colored pencils (greens, skin tones, and a few neutrals) cover Deku’s palette. For easy tutorials, pick ones that break Deku down into simple shapes: circle for the skull, cross-line for facial direction, rectangles for the torso. Tracing paper or a window tracing method is perfect for early practice, and a lightbox is a nice upgrade. Practice expression sheets, three-quarter head rotations, and quick gesture poses to capture his energy from 'My Hero Academia'. I find this combo keeps the process fun and not intimidating, and I usually end up smiling at the results.

If you love slow-burn mysteries mixed with boarding-school drama, the Garnet Academy corner of Wattpad is full of gems — and I’ve sifted through my fair share. Late-night scrolling led me to stories that felt like secret notebooks: the ones where the school itself is almost a character, hallways humming with rumors, study rooms that hide confessions, and side characters who steal whole chapters. For me, the best Garnet Academy fics balance atmosphere and character growth: a protagonist who changes because of choices (not just plot conveniences), believable friendships, and a romance that simmers instead of exploding into insta-love. When I’m hunting, I prioritize completed works, clear content warnings, and an author who responds to comments — that interaction usually means they care about fixing typos and following through on arcs. My ideal Garnet Academy story often combines a few favorite tropes: found-family dynamics, a mystery strand that unspools across chapters, and a touch of angst that doesn’t drown out humor. I also adore fics that include extras — playlists, sketches, or character journals — because they make the world feel lived-in. If a fic leans into AU ideas (like swapping curriculums, secret societies, or supernatural electives), it should still preserve the characters’ core voices; rewriting personalities to suit a plot drives me up a wall. Pay attention to signals: high bookmarks and lots of thoughtful comments are better indicators than raw reads, since reads can come from viral moments instead of quality. For practical searching, filter by tags like 'Garnet Academy', 'slow burn', 'found family', 'mystery', or 'dark academia' and sort by completed or most recommended. Don’t ignore newer authors — some newcomers write with refreshing energy — but give priority to consistency. Ultimately, the "best" fic is the one that makes you stay up past your bedtime and then immediately want to reread your favorite chapter; I have several that did exactly that, and they still float into my head when I want cozy, dramatic school vibes. Happy reading — I’m already thinking about which one I’ll revisit tonight.

I get asked this kind of thing a lot in book groups, and my short take is straightforward: I haven’t seen any major film adaptations of books by Hilary Quinlan circulating in theaters or on streaming platforms. From my perspective as someone who reads a lot of indie and midlist fiction, authors like Quinlan often fly under the radar for big-studio picks. That doesn’t mean their stories couldn’t translate well to screen — sometimes smaller presses or niche writers find life in festival shorts, stage plays, or low-budget indie features long after a book’s release. If you love a particular novel, those grassroots routes (local theater, fan films, or a dedicated short) are often where adaptation energy shows up first. I’d be thrilled to see one of those books get a careful, character-driven film someday; it would feel like uncovering a secret treasure.

Jumping into CoryxKenshin's content is one of my favorite little rabbit holes — his combo of genuine reactions, sharp humor, and cinematic editing makes a lot of his horror playthroughs feel like mini-movies. If you're a new fan wondering where to start, I’d point you toward the series and videos that show off his timing, personality, and the kind of atmosphere that hooked me in. First stop: 'P.T.' — it’s short, maddeningly tense, and Cory’s reaction-driven commentary turns the whole thing into a compact horror short film. It’s perfect for someone who wants to see what he does best without committing to a huge playlist. After that, dive into the 'Outlast' playthroughs. Those videos are classic Cory: he balances being legitimately scared with comedic beats, and the editing often pumps up the cinematic tension. The pacing in those episodes makes them feel like a full-on horror movie trilogy at times — long stretches of dread, sudden jolts, and plenty of “did that really just happen?” moments. If you like the idea of a sustained, story-driven scare, 'Outlast' is a fantastic next step. It’s where his personality shines because you get the full range: the screams, the jokes, the cutaways, and the little asides that make rewatching so fun. Next, check out his 'Five Nights at Freddy’s' series, especially the entries that lean into story elements like 'Sister Location' or the later-numbered games. FNAF is a great showcase of Cory’s energy — he’s hilarious when things go wrong, and his reactions to the lore-heavy moments are gold for newcomers who want both jump scares and a sense of narrative. For a different flavor, try 'Amnesia: The Dark Descent' or 'Layers of Fear' if you want psychological dread more than jump-scares. Those playthroughs have a slower-burn vibe and feel like watching someone explore a haunted house in real time, which makes them oddly cinematic and immersive. If you want variety, don’t skip his highlight compilations and sketch-style videos — they give a quick hit of his humor and charisma without the long runtime of a game series. Also, his 'Alien: Isolation' sessions are fantastic if you prefer tense stealth-horror where every step matters; those videos have a claustrophobic, movie-like tension that keeps you glued to the screen. For true new-fan onboarding, I usually recommend trying one shorter piece like 'P.T.', one long-form (like 'Outlast'), and one personality-heavy series (like 'FNAF'). That mix shows off why people love him: comedy, authenticity, and top-tier reaction content. All that said, what hooked me the most was how personal his commentary feels — you’re not just watching someone play a game, you’re sitting next to a friend who’s genuinely freaked out one minute and cracking jokes the next. Give those selections a go and you’ll quickly see why his videos feel like mini-movies worth bingeing; I guarantee you’ll laugh, jump, and probably rewind the best moments a few times. Enjoy the ride — his stuff still gets me every time.