2025 Reading

Ali Hodroj

Ali Hodroj @ahodroj

36 本书  

Reading list for 2025

The 5 Types of Wealth: A Transformative Guide to Design Your Dream Life [图书] 谷歌图书 Goodreads 豆瓣
作者: Sahil Bloom Ballantine Books 2025 - 2 其它标题: The 5 Types of Wealth
A groundbreaking guide to rejecting the default path and designing your dream life—a life centered around The 5 Types of Wealth . Launch your journey to fulfillment with this transformative system from inspirational writer, speaker, and entrepreneur Sahil Bloom.

Harsh You’ve been lied to. Throughout your life, you’ve been slowly indoctrinated to believe that money is the only type of wealth. The Your wealthy life may involve money, but in the end, it will be defined by everything else.

In The 5 Types of Wealth , Sahil Bloom offers a transformative guide for redesigning your life around five types of wealth—Time Wealth, Social Wealth, Mental Wealth, Physical Wealth, and Financial Wealth—that will lead to a durable satisfaction and happiness you can build and maintain across the seasons of your life.
 
Whether you are a recent college graduate, mid-life warrior, or a retiree, this playbook will unlock new levels of freedom and fulfillment,

• Control over how you spend your time
• Depth of connection with those around you
• Clarity of purpose, presence, and decision making
• Improved health and vitality
• Simple pathways to financial independence
 
Bloom’s unique blend of storytelling, questions, and actionable insights enables readers to make immediate positive change and build the joyful, balanced lives they’d previously only dreamed of.
3 Shades of Blue: Miles Davis, John Coltrane, Bill Evans, and the Lost Empire of Cool [图书] Goodreads
作者: James Kaplan Penguin Press 2024 - 3
From the author of the definitive biography of Frank Sinatra, the story of how jazz arrived at the pinnacle of American culture in 1959, told through the journey of three towering artists—Miles Davis, John Coltrane, and Bill Evans—who came together to create the most famous and bestselling jazz album of all time, Kind of Blue

The myth of the 60s depends on the 1950s being the before times of conformity, segregation, straightness—The Lonely Crowd and The Organization Man. This all carries some truth, but it does nothing to explain how, in 1959, the great indigenous art form, jazz, reached the height of its power and popularity, led there by a number of Black geniuses so iconic they go by one name—Monk, Mingus, Rollins, Coltrane, and above all, Miles. 1959 saw Miles, Coltrane, Bill Evans, and the other members of Miles’s sextet come together to record what is widely considered the greatest jazz album of all time, and certainly the Kind of Blue .


3 Shades of Blue is James Kaplan’s magnificent account of the paths of the three giants Miles, Coltrane and Evans to the mountaintop of 1959 and their path on from there. It’s a book about music, and business, and race, and heroin, and the towns that gave jazz its home, from New York and LA to Philadelphia, Chicago and Kansas City. It’s an astonishing meditation on creativity and the strange hothouses that can produce its full flowering. It’s a book about the great forebears of this golden age, particularly Charlie Parker, and the people, like Ornette Coleman, who would take the music down strange new paths. And it’s about why this period has never been replicated, why the world of jazz most people visit is a museum to it.


But above all this is a book about three very different men—their struggles, their choices, their tragedies, their greatness. Bill Evans had a gruesome downward spiral, John Coltrane took the mystic’s path into a space far away from mainstream concerns. Miles had three or four sea changes in him before the end. The tapestry of their lives is, in Kaplan’s hands, an American Odyssey, with no direction home. It is also a masterpiece, a book about jazz that is as big as America.
Why We Did It: A Travelogue from the Republican Road to Hell [图书] Goodreads
作者: Tim Miller Harper 2022 - 6
Former Republican political operative Tim Miller admits what no one else on the right ever will: they all encouraged the madness that has overtaken the party. The Trumpification of the American right was the inevitable result of a series of decisions made by people like Tim Miller over the past decade.

In a book that is part memoir, part anatomy of the Republican enablers, Tim Miller delivers the most honest insider assessment of the mindset of those who contributed to Trump's rise that has been delivered to date. Featuring astonishingly raw and candid interviews with former colleagues and friends who jumped on the Trump Train, he finally answers the question of why so many who knew better went along with the madness.

When mainstream Republicans teamed up with Steve Bannon and Breitbart or implied Hillary committed murder or asked questions about Obama's birth certificate, they told themselves they were just playing "the game" but deep down they knew they were feeding the very mob that has now tried to upend our democracy.

Churchill's famous statement about international diplomacy is applicable to the modern GOP as well: "Each one hopes that if he feeds the crocodile enough, the crocodile will eat him last. All of them hope that the storm will pass before their turn comes to be devoured." Politicians and pundits know they get their power from whipping their base into a frenzy, assuming someone else would bear the brunt of their anger. But the Republican establishment were the ones who ended up getting eaten.

In this hard-hitting critique, Miller wryly recounts the key moments that he and others--colleagues like Reince Priebus and Lindsay Graham--decided it was fine to encourage the Obama-birth-certificate and Clinton "Kill List" crowd as long as it was good for the team.

The MSNBC contributor, Rolling Stone writer, and one of the strategists behind the famous 2012 RNC "autopsy" conducts his own forensic study on the pungent carcass of the party he used to love, cutting into all the hubris, ambition, idiocy, desperation, and self-deception for everyone to see. Miller warns that Republicans will continue to make the same choices and political calculations, with disastrous consequences for the nation, until his former friends are shaken from their self-deception and stop playing the dangerous games with our democracy that brought us to the brink.
How Adam Smith Can Change Your Life [图书] 豆瓣
作者: Russ Roberts Portfolio 2014 - 10
A forgotten book by one of history's greatest thinkers reveals the surprising connections between happiness, virtue, fame, and fortune.
Adam Smith may have become the patron saint of capitalism after he penned his most famous work, The Wealth of Nations. But few people know that when it came to the behavior of individuals—the way we perceive ourselves, the way we treat others, and the decisions we make in pursuit of happiness—the Scottish philosopher had just as much to say. He developed his ideas on human nature in an epic, sprawling work titled The Theory of Moral Sentiments.
Most economists have never read it, and for most of his life, Russ Roberts was no exception. But when he finally picked up the book by the founder of his field, he realized he’d stumbled upon what might be the greatest self-help book that almost no one has read.
In How Adam Smith Can Change Your Life, Roberts examines Smith’s forgotten masterpiece, and finds a treasure trove of timeless, practical wisdom. Smith’s insights into human nature are just as relevant today as they were three hundred years ago. What does it take to be truly happy? Should we pursue fame and fortune or the respect of our friends and family? How can we make the world a better place? Smith’s unexpected answers, framed within the rich context of current events, literature, history, and pop culture, are at once profound, counterintuitive, and highly entertaining.
The Almanack of Naval Ravikant [图书] Eggplant.place 豆瓣
8.8 (23 个评分) 作者: Naval Ravikant / Eric Jorgenson Magrathea Publishing 2020 - 9
Getting rich is not just about luck; happiness is not just a trait we are born with. These aspirations may seem out of reach, but building wealth and being happy are skills we can learn.
So what are these skills, and how do we learn them? What are the principles that should guide our efforts? What does progress really look like?
Naval Ravikant is an entrepreneur, philosopher, and investor who has captivated the world with his principles for building wealth and creating long-term happiness. The Almanack of Naval Ravikant is a collection of Naval’s wisdom and experience from the last ten years, shared as a curation of his most insightful interviews and poignant reflections. This isn’t a how-to book, or a step-by-step gimmick. Instead, through Naval’s own words, you will learn how to walk your own unique path toward a happier, wealthier life.
This book has been created as a public service. It is available for free download in pdf and e-reader versions on Navalmanack.com. Naval is not earning any money on this book. Naval has essays, podcasts and more at Nav.al and is on Twitter @Naval.
Give and Take [图书] 豆瓣 Goodreads
作者: Adam M. Grant Ph.D. Viking Adult 2013 - 4
An innovative, groundbreaking book that will captivate readers of Malcolm Gladwell, Daniel Pink, The Power of Habit, and Quiet
For generations, we have focused on the individual drivers of success: passion, hard work, talent, and luck. But today, success is increasingly dependent on how we interact with others. It turns out that at work, most people operate as either takers, matchers, or givers. Whereas takers strive to get as much as possible from others and matchers aim to trade evenly, givers are the rare breed of people who contribute to others without expecting anything in return.
Using his own pioneering research as Wharton's youngest tenured professor, Grant (author of Originals: How Non-Conformists Move the World) shows that these styles have a surprising impact on success. Although some givers get exploited and burn out, the rest achieve extraordinary results across a wide range of industries. Combining cutting-edge evidence with captivating stories, this landmark book shows how one of America's best networkers developed his connections, why the creative genius behind one of the most popular shows in television history toiled for years in anonymity, how a basketball executive responsible for multiple draft busts transformed his franchise into a winner, and how we could have anticipated Enron's demise four years before the company collapsed-without ever looking at a single number.
Praised by bestselling authors such as Dan Pink, Tony Hsieh, Dan Ariely, Susan Cain, Dan Gilbert, Gretchen Rubin, Bob Sutton, David Allen, Robert Cialdini, and Seth Godin-as well as senior leaders from Google, McKinsey, Merck, Estee Lauder, Nike, and NASA-Give and Take highlights what effective networking, collaboration, influence, negotiation, and leadership skills have in common. This landmark book opens up an approach to success that has the power to transform not just individuals and groups, but entire organizations and communities.
Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones [图书] Goodreads
Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones
8.7 (10 个评分) 作者: James Clear 译者: Gunnar Nyquist / Nagalakshmi Shanmugam Avery 2018 - 10
No matter your goals,
offers a proven framework for improving--every day. James Clear, one of the world's leading experts on habit formation, reveals practical strategies that will teach you exactly how to form good habits, break bad ones, and master the tiny behaviors that lead to remarkable results.
If you're having trouble changing your habits, the problem isn't you. The problem is your system. Bad habits repeat themselves again and again not because you don't want to change, but because you have the wrong system for change. You do not rise to the level of your goals. You fall to the level of your systems. Here, you'll get a proven system that can take you to new heights.
Clear is known for his ability to distill complex topics into simple behaviors that can be easily applied to daily life and work. Here, he draws on the most proven ideas from biology, psychology, and neuroscience to create an easy-to-understand guide for making good habits inevitable and bad habits impossible. Along the way, readers will be inspired and entertained with true stories from Olympic gold medalists, award-winning artists, business leaders, life-saving physicians, and star comedians who have used the science of small habits to master their craft and vault to the top of their field.
Learn how to:
make time for new habits (even when life gets crazy);
overcome a lack of motivation and willpower;
design your environment to make success easier;
get back on track when you fall off course;
...and much more.
will reshape the way you think about progress and success, and give you the tools and strategies you need to transform your habits--whether you are a team looking to win a championship, an organization hoping to redefine an industry, or simply an individual who wishes to quit smoking, lose weight, reduce stress, or achieve any other goal.
In Patagonia [图书] 豆瓣 Goodreads
作者: Bruce Chatwin Penguin Classics 2003 - 3 其它标题: In Patagonia
In Patagonia is Bruce Chatwin's exquisite account of his journey through "the uttermost part of the earth," that stretch of land at the southern tip of South America, where bandits were once made welcome and Charles Darwin formed part of his "survival of the fittest" theory. Chatwin's evocative descriptions, notes on the odd history of the region, and enchanting anecdotes make In Patagonia an exhilarating look at a place that still retains the exotic mystery of a far-off, unseen land. An instant classic upon publication in 1977, In Patagonia remains a masterwork of literature.
Zero to One [图书] 豆瓣 Goodreads
8.0 (16 个评分) 作者: Peter Thiel / Blake Masters Crown Business 2014 - 9
“This book delivers completely new and refreshing ideas on how to create value in the world.”
- Mark Zuckerberg, CEO of Facebook
“Peter Thiel has built multiple breakthrough companies, and Zero to One shows how.”
- Elon Musk, CEO of SpaceX and Tesla
If you want to build a better future, you must believe in secrets.
The great secret of our time is that there are still uncharted frontiers to explore and new inventions to create. In Zero to One, legendary entrepreneur and investor Peter Thiel shows how we can find singular ways to create those new things.
Thiel begins with the contrarian premise that we live in an age of technological stagnation, even if we’re too distracted by shiny mobile devices to notice. Information technology has improved rapidly, but there is no reason why progress should be limited to computers or Silicon Valley. Progress can be achieved in any industry or area of business. It comes from the most important skill that every leader must master: learning to think for yourself.
Doing what someone else already knows how to do takes the world from 1 to n, adding more of something familiar. But when you do something new, you go from 0 to 1. The next Bill Gates will not build an operating system. The next Larry Page or Sergey Brin won’t make a search engine. Tomorrow’s champions will not win by competing ruthlessly in today’s marketplace. They will escape competition altogether, because their businesses will be unique.
Zero to One presents at once an optimistic view of the future of progress in America and a new way of thinking about innovation: it starts by learning to ask the questions that lead you to find value in unexpected places.
How Not to Be Wrong: The Power of Mathematical Thinking [图书] Goodreads
作者: Jordan Ellenberg Penguin 2014 - 5
“Witty, compelling, and just plain fun to read . . ." — Evelyn Lamb, Scientific American The Freakonomics of math—a math-world superstar unveils the hidden beauty and logic of the world and puts its power in our hands The math we learn in school can seem like a dull set of rules, laid down by the ancients and not to be questioned. In How Not to Be Wrong, Jordan Ellenberg shows us how terribly limiting this view Math isn’t confined to abstract incidents that never occur in real life, but rather touches everything we do—the whole world is shot through with it. Math allows us to see the hidden structures underneath the messy and chaotic surface of our world. It’s a science of not being wrong, hammered out by centuries of hard work and argument. Armed with the tools of mathematics, we can see through to the true meaning of information we take for How early should you get to the airport? What does “public opinion” really represent? Why do tall parents have shorter children? Who really won Florida in 2000? And how likely are you, really, to develop cancer? How Not to Be Wrong presents the surprising revelations behind all of these questions and many more, using the mathematician’s method of analyzing life and exposing the hard-won insights of the academic community to the layman—minus the jargon. Ellenberg chases mathematical threads through a vast range of time and space, from the everyday to the cosmic, encountering, among other things, baseball, Reaganomics, daring lottery schemes, Voltaire, the replicability crisis in psychology, Italian Renaissance painting, artificial languages, the development of non-Euclidean geometry, the coming obesity apocalypse, Antonin Scalia’s views on crime and punishment, the psychology of slime molds, what Facebook can and can’t figure out about you, and the existence of God. Ellenberg pulls from history as well as from the latest theoretical developments to provide those not trained in math with the knowledge they need. Math, as Ellenberg says, is “an atomic-powered prosthesis that you attach to your common sense, vastly multiplying its reach and strength.” With the tools of mathematics in hand, you can understand the world in a deeper, more meaningful way. How Not to Be Wrong will show you how.
The Brief Wondrous Life of Oscar Wao [图书] 豆瓣 Goodreads
作者: Junot Diaz Riverhead Books 2007 - 9
This is the long-awaited first novel from one of the most original and memorable writers working today. Things have never been easy for Oscar, a sweet but disastrously overweight, lovesick Dominican ghetto nerd. From his home in New Jersey, where he lives with his old-world mother and rebellious sister, Oscar dreams of becoming the Dominican J. R. R. Tolkien and, most of all, of finding love. But he may never get what he wants, thanks to the Fukœ-the curse that has haunted the Oscar's family for generations, dooming them to prison, torture, tragic accidents, and, above all, ill-starred love. Oscar, still waiting for his first kiss, is just its most recent victim. D’az immerses us in the tumultuous life of Oscar and the history of the family at large, rendering with genuine warmth and dazzling energy, humor, and insight the Dominican-American experience, and, ultimately, the endless human capacity to persevere in the face of heartbreak and loss. A true literary triumph, The Brief Wondrous Life of Oscar Wao confirms Junot D’az as one of the best and most exciting voices of our time.
Post Office [图书] Goodreads
Post Office
作者: Charles Bukowski Ecco 2009 - 10
"It began as a mistake." By middle age, Henry Chinaski has lost more than twelve years of his life to the U.S. Postal Service. In a world where his three true, bitter pleasures are women, booze, and racetrack betting, he somehow drags his hangover out of bed every dawn to lug waterlogged mailbags up mud-soaked mountains, outsmart vicious guard dogs, and pray to survive the day-to-day trials of sadistic bosses and certifiable coworkers.
This classic 1971 novel--the one that catapulted its author to national fame--is the perfect introduction to the grimly hysterical world of legendary writer, poet, and Dirty Old Man Charles Bukowski and his fictional alter ego, Chinaski.
Tales of Ordinary Madness [图书] Goodreads
作者: Charles Bukowski / Gail Chiarrello City Lights Publishers 1984 - 1
Exceptional stories that came pounding out of Bukowski's violent and depraved life. Horrible and holy, you cannot read them and ever come away the same again.

With Bukowski, the votes are still coming in. There seems to be no middle ground—people seem either to love him or hate him. Tales of his own life and doings are as wild and weird as the very stories he writes. In a sense, Bukowski was a legend in his time: a madman, a recluse, a lover; tender, vicious; never the same.

From prostitutes to classical music, Bukowski ingeniously mixes high and low culture in his "tales of ordinary madness." These stories are humorous and haunting, angry yet tender portrayals of life in the underbelly of Los Angeles.
Sandinistas: A Moral History [图书] Goodreads
作者: Robert J Sierakowski University of Notre Dame Press 2019 - 12
Robert J. Sierakowski's A Moral History offers a bold new perspective on the liberation movement that brought the Sandinista National Liberation Front to power in Nicaragua in 1979, overthrowing the longest-running dictatorship in Latin America. Unique sources, from trial transcripts to archival collections and oral histories, offer a new vantage point beyond geopolitics and ideologies to understand the central role that was played by everyday Nicaraguans. Focusing on the country’s rural north, Sierakowski explores how a diverse coalition of labor unionists, student activists, housewives, and peasants inspired by Catholic liberation theology came to successfully challenge the legitimacy of the Somoza dictatorship and its entrenched networks of power. Mobilizing communities against the ubiquitous cantinas, gambling halls, and brothels, grassroots organizers exposed the regime’s complicity in promoting social ills, disorder, and quotidian violence while helping to construct radical new visions of moral uplift and social renewal. Sierakowski similarly recasts our understanding of the Nicaraguan National Guard, grounding his study of the Somozas’ army in the social and cultural world of the ordinary soldiers who enlisted and fought in defense of the dictatorship. As the military responded to growing opposition with heightened state terror and human rights violations, repression culminated in widespread civilian massacres, stories that are unearthed for the first time in this work. These atrocities further exposed the regime’s moral breakdown in the eyes of the public, pushing thousands of previously unaligned Nicaraguans into the ranks of the guerrilla insurgency by the late 1970s. Sierakowski’s innovative reinterpretation of the Sandinista Revolution will be of interest to students, scholars, and activists concerned with Latin American social movements, the Cold War, and human rights.
The Song of the Hawk: The Life and Recordings of Coleman Hawkins [图书] Goodreads
作者: John Chilton University of Michigan Press 1993 - 1
Coleman Hawkins has been hailed as "the father of the tenor saxophone," the musician who almost single-handedly established the saxophone as a jazz instrument worthy of serious attention. His thorough musicianship, as well as his openness to new styles, enabled him to remain in the vanguard of jazz developments, from the blues to big bands to bop and beyond.

The Song of the Hawk, the first full-length biography of Hawkins, reveals many fascinating details about the life and achievements of this jazz giant. Chilton begins with Hawkins's early life in Saint Joseph, Missouri, where he was given his first saxophone at age nine, and follows Hawkins's lengthy career; his performances with Mamie Smith's Original Jazz Hounds, his work with the Fletcher Henderson Orchestra, his experiences with his own band, and his participation in Norman Granz's "Jazz at the Philharmonic" tours. His numerous gigs and recording sessions brought him in contact with virtually every great jazz musician in America and Europe. Chilton's descriptions of Hawkins's recordings—which span some forty-five years—together with well-chosen anecdotes gleaned from interviews, letters, articles, books, and liner notes, provide a revealing portrait of a consummate professional at work.
The Birth Of Bebop: A Social And Musical History [图书] Goodreads
作者: Scott DeVeaux University of California Press 1999 - 3
The richest place in America's musical landscape is that fertile ground occupied by jazz. Scott DeVeaux takes a central chapter in the history of jazz―the birth of bebop―and shows how our contemporary ideas of this uniquely American art form flow from that pivotal moment. At the same time, he provides an extraordinary view of the United States in the decades just prior to the civil rights movement.

DeVeaux begins with an examination of the Swing Era, focusing particularly on the position of African American musicians. He highlights the role played by tenor saxophonist Coleman Hawkins, a "progressive" committed to a vision in which black jazz musicians would find a place in the world commensurate with their skills. He then looks at the young musicians of the early 1940s, including Charlie Parker, Dizzy Gillespie, and Thelonious Monk, and links issues within the jazz world to other developments on the American scene, including the turmoil during World War II and the pervasive racism of the period.

Throughout, DeVeaux places musicians within the context of their professional world, paying close attention to the challenges of making a living as well as of making good music. He shows that bebop was simultaneously an artistic movement, an ideological statement, and a commercial phenomenon.

In drawing from the rich oral histories that a living tradition provides, DeVeaux's book resonates with the narratives of individual lives. While The Birth of Bebop is a study in American cultural history and a critical musical inquiry, it is also a fitting homage to bebop and to those who made it possible.
You’re Probably Gayish: The Truth (and Lies) Behind 17 Gay Stereotypes [图书] Goodreads
作者: Kyle Getz / Mike Johnson Jessica Kingsley Publishers 2025 - 1
What if I don't know how to "do stuff" all the other gays can do? What if I don't know the name of that gay Netflix movie? What if I'm not obsessed with Jennifer Coolidge like everyone else? Am I really bad at being gay?

While being gay has become more socially and legally acceptable, there's a specific kind of gay that's most accepted. He's hot, jacked, white, loves iced coffee, watches Drag Race, and has a service job but somehow travels to Palm Springs every summer,

In this book, Kyle and Mike aim to break down the most prolific gay stereotypes in popular discourse - drawing on personal experience, up-to-date research, social history and maybe even Wikipedia to demonstrate first-hand how we're all a mixture of gay and straight stereotypes. So - whether you're gay or not - you're probably gayish...
The Will to Change [图书] 豆瓣 Goodreads
作者: bell hooks Washington Square Press 2004 - 12
Everyone needs to love and be loved -- even men. But to know love, men must be able to look at the ways that patriarchal culture keeps them from knowing themselves, from being in touch with their feelings, from loving. In The Will to Change, bell hooks gets to the heart of the matter and shows men how to express the emotions that are a fundamental part of who they are -- whatever their age, marital status, ethnicity, or sexual orientation. With trademark candor and fierce intelligence, hooks addresses the most common concerns of men, such as fear of intimacy and loss of their patriarchal place in society, in new and challenging ways. She believes men can find the way to spiritual unity by getting back in touch with the emotionally open part of themselves -- and lay claim to the rich and rewarding inner lives that have historically been the exclusive province of women. A brave and astonishing work, The Will to Change is designed to help men reclaim the best part of themselves.
Road Fever [图书] Goodreads
作者: Tim Cahill Knopf Doubleday Publishing Group 1992 - 3
Tim Cahill reports on the road trip to end all road trips: a journey that took him from Tierra del Fuego to Prudhoe Bay, Alaska, in a record-breaking twenty three and a half days.
LLM Engineer's Handbook: Master the art of engineering large language models from concept to production [图书] Goodreads
作者: Paul Iusztin / Maxime Labonne Packt Publishing 2024 - 10
Step into the world of LLMs with this practical guide that takes you from the fundamentals to deploying advanced applications using LLMOps best practices

Key FeaturesBuild and refine LLMs step by step, covering data preparation, RAG, and fine-tuningLearn essential skills for deploying and monitoring LLMs, ensuring optimal performance in productionUtilize preference alignment, evaluation, and inference optimization to enhance performance and adaptability of your LLM applicationsBook DescriptionArtificial intelligence has undergone rapid advancements, and Large Language Models (LLMs) are at the forefront of this revolution. This LLM book offers insights into designing, training, and deploying LLMs in real-world scenarios by leveraging MLOps best practices. The guide walks you through building an LLM-powered twin that’s cost-effective, scalable, and modular. It moves beyond isolated Jupyter notebooks, focusing on how to build production-grade end-to-end LLM systems.

Throughout this book, you will learn data engineering, supervised fine-tuning, and deployment. The hands-on approach to building the LLM Twin use case will help you implement MLOps components in your own projects. You will also explore cutting-edge advancements in the field, including inference optimization, preference alignment, and real-time data processing, making this a vital resource for those looking to apply LLMs in their projects.

By the end of this book, you will be proficient in deploying LLMs that solve practical problems while maintaining low-latency and high-availability inference capabilities. Whether you are new to artificial intelligence or an experienced practitioner, this book delivers guidance and practical techniques that will deepen your understanding of LLMs and sharpen your ability to implement them effectively.

What you will learnImplement robust data pipelines and manage LLM training cyclesCreate your own LLM and refine it with the help of hands-on examplesGet started with LLMOps by diving into core MLOps principles such as orchestrators and prompt monitoringPerform supervised fine-tuning and LLM evaluationDeploy end-to-end LLM solutions using AWS and other toolsDesign scalable and modularLLM systemsLearn about RAG applications by building a feature and inference pipelineWho this book is forThis book is for AI engineers, NLP professionals, and LLM engineers looking to deepen their understanding of LLMs. Basic knowledge of LLMs and the Gen AI landscape, Python and AWS is recommended. Whether you are new to AI or looking to enhance your skills, this book provides comprehensive guidance on implementing LLMs in real-world scenarios

Table of ContentsUnderstanding the LLM Twin Concept and ArchitectureTooling and InstallationData EngineeringRAG Feature PipelineSupervised Fine-TuningFine-Tuning with Preference AlignmentEvaluating LLMsInference OptimizationRAG Inference PipelineInference Pipeline DeploymentMLOps and LLMOps
创建日期: 2025年2月10日