Tools of Titans is considered a full pack of tools for changing your life. This is a beautiful book by Tim Ferriss about learning the tips, techniques, and lifestyle of successful people. The book is a collection of 100-plus interviews taken with the most successful people from all walks of life. They all offered advice about their profession and other insights about their career and success. The book is basically divided into three sections: Healthy, Wealthy, and Wise. All the sections contain personal habits and experiences within the interviews of other successful people.
The author suggests leaving the interviews if they are not interested in it. The author himself wants the readers to enjoy it. Therefore, he suggests sticking with those interviews that capture your interest. The author tells the readers a lot about successful people; they like what they do in the first sixty minutes of every morning. Do they follow any workout routines? If yes, then how do they manage? What books do they read? What is the wastage of time for novices in their field? What do they do as an integral part of their daily routine? All such questions help the readers find motivation and encouragement to work hard in their life and start a new business without any fears.
Mindset: The New Psychology of Success is a book by Dr. Carol Dweck, who has been studying the human mind for decades. According to the author, humans are the result of their mindset. Whatever happens in our life is somehow related to our mindset. Moreover, our mindset dictates us and our behavior, which in turn becomes a yardstick for people to see us. The author talks about two types of mindset: fixed and growth mindset. A fixed mindset is something fixed and the intelligence that we are born with and cannot do anything to change, whereas behavior and the growth mindset can grow. Humans have the ability to become better and better as much as they put effort into it.
Dr. Dweck says that our mindset plays an enormous role in every outcome we experience. To start any business or run it, one needs to have the right set of mind and belief in our capabilities to succeed. Moreover, one needs to have a growth mindset and accept that we are not all-knowing and prone to mistakes. One should never stop learning new things in life. We should strive to improve our knowledge and build experience to be successful in life.
Sun Tzu wrote this book in around 500 B.C. which is apparently about military strategy, but it is still applicable in his century and is entirely related to the business world.
The book is particularly divided into thirteen short chapters. Each chapter explores a different warfare facet. However, every chapter is full of wisdom, and the author warns the people of a few important things in life. For instance, the author suggests keeping your plans secret. If your competitor comes to know about your plans, it will become easy for him to defeat you. (You need not highlight any product in business before introducing it in the market). Moreover, the author also suggests building a very strong team of talented and hard-working people. Such a team should be appreciated and treated well to gain the most out of them.
Great leaders are great because they inspire people, and inspiration comes from conveying a sense of purpose in the general people. People always follow those who talk with a particular perspective in mind and tell them what they want to achieve. Inspiration leaders always set out WHY in their work and inspire people.
The author Simon Sinek tells about the successful companies that got where they are now. The author argues that these articles were written for specific purposes rather than just producing a single product like Apple was inspired by creating an opportunity to improve the lives of many customers around the world. As per Sinek, every business owner needs to think about why his business exists. What made a business owner start a particular business? What is the real purpose behind it? If you want to start any business or grow your small business into a larger one, listening to Sinek’s advice can benefit you greatly.
This book has been a bestseller for the last many years because of its priceless and ageless tenets of honesty, fairness, integrity, bestseller, and human dignity. It has hugely affected the lives of billions of people belonging to different professions and ages over the last 25 years.
The seven habits of highly effective people discussed at length in the book are as follows:
1. Be Proactive
2. Begin with the End in Mind
3. Put First Things First
4. Think Win-Win
5. Seek First to Understand, Then to be Understood
7. Sharpen the Saw
After the publication of the book, many people started doubting their life and living habits and thought that their lives were moving in the wrong direction. People realized that they could do so a lot of simple things to navigate their lives correctly. The book teaches people to simply change their habits and be successful in life and business.
How to Build a Goddamn Empire by Ali Kriegsman is entirely filled with good humor and real-life examples. This book covers the story of one female entrepreneur who transformed an idea into a gigantic business. Kriegsman learned that starting from scratch without help and previous experience is quite tough. She had been through a lot of troubles and miseries, and she thought of sharing it with other new founders of small businesses throughout the world.
The author shares her real-life experiences of managing the company through the COVID-19 pandemic and staying motivated and steadfast to keep her team encouraged and motivated. The book also covers the wisdom of some of her close friends who have built successful companies of different sizes. This is an ideal book for those who want to start from scratch and have no prior knowledge of the work they will do.
The author of this book, Laura Huang, is an award-winning Havard business school professor. She argues that success is about gaining an edge in life. Some humans tend to have this quality inborn, whereas others have to work for it. Laura gives a bundle of advice to people who ever felt underestimated and out of the box. Some people aren’t bold and confident enough to come up and tell others about them. They prefer to sit back and wait for their success and progress to reach others.
In the book Edge, Huang basically offers a very different approach. She says that success is not just about the quality of anyone’s ideas, credentials, skills, or efforts in general. Basically, achieving success depends on how we shape others’ perceptions of growth, success, and strengths. The game is about creating our own edge by turning our shortcomings into assets. The author is well-read on the topic of inner motivation, so she tells ways to turn weaknesses into strengths.
A World Without Email by Cal Newport comprises two main parts. The first part illustrates the reduction of productivity, inhumane workloads, and unscheduled nature of email. Whereas part two pictures a world without email. The book is not against email. In fact, the author praises email as it has been helping thousands of people and is an amazing technological application. The author is basically against the way people use email for talking. A world without email focuses on DOING the work instead of TALKING about it.
Newport believes that emails and other related platforms are creating anxiety among people. Without a proper structure, when a person moves back and forth, searching emails and responding to them, he is telling his mind to switch from one task to another, resulting in a loss of cognitive ability. This proves to be a great read for small business owners as they can manage their tasks and train their team to stick to one thing at once and practice doing the tasks instead of talking about them.
Masters of Scale: Surprising Truths From the World’s Most Successful Entrepreneurs by Reid Hoffman is a masterpiece and a gem for business starters. As per the author, the success of any business doesn’t lie in the talent of businessmen, networking, or sharp strategies. The actual key to a successful business is an entrepreneurial mindset. If you don’t have such a mindset, then you need not worry about anything. This mindset can also be cultivated.
If you get bored reading dull and boring books, you must get your hands on this. This is not a boring piece of information. The author wrote it in the form of a story. There are several stories that also include his own experience to reveal the secrets behind the most successful business stories of all time. The author opens the window to the most successful entrepreneurs of all time to tell the readers about their lifestyles, mindset, and priorities.
Tiffany Aliche – the writer of this book – was a successful and brilliant preschool teacher, and suddenly she was laid off from her job, which put her into a big financial hole. She started thinking of financial independence and outlined a ten-step magic formula to attain financial security and peace of mind. Now, these ten principles are helping millions of people around the world to save and pay off their debts and plan for a richer life.
Get Good with Money introduces the powerful concept of building wealth through financial wholeness and teaches the readers the money system and how you should plan your finances to stay at ease and at peace. Tiffany believes in short-term plans that help you achieve long-term goals. This book is beautifully written, and it carves good financial habits and does your own money work to benefit you in a good way. With money, anyone can build a strong foundation of life in a very luxurious way.
Traction: Get a Grip on Your Business by Gino Wickman asks you a question: Do you have a tight grip on your own business, or does your business have a tight grip over you? All businessmen, business leaders, and entrepreneurs face almost similar issues, frustrations, conflicts, and fears. Decisions are hard to make, and even if they are made, then it gets hard to implement them too. The author gives a solution to this with an entrepreneurial operating system. It is merely a practical way of achieving the business success that you have always dreamt of.
In the book Traction, a reader gets to learn the ultimate secrets of strengthening and fastening the six major components of the business. By reading this book, you can learn simple and effective ways to run your company and keep your team motivated and focused. This book helps people who are new in the business to know the basics of business and get rid of any work frustrations and fears.
Founders at Work by Jessica Livingston is a beautiful collection of interviews taken with the founders of famous companies. The interviews start from the day when no one knew them and how they started their work. The entire journey from a layman to a celebrity is covered in each interview. The book contains humor, too, because the interviewees share their stories and whatever happened in their life from the start. The author asks the founders about their idea, how they got a particular idea, and how they convinced the investors to provide them with a financially sound base.
People who are just planning to start or own a small business can get a lot of motivation from this book by knowing the stories of famous people in the world now. The secrets that made them successful can help any reader achieve their dreams and goals. The founders of different companies can help you reach where they stand today.
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One of the finest books on real estate for beginners, written by Gary Keller, is filled with a lot of practical advice for people who want to enter the world of real estate and earn money through it. This particular book shares with the reader the experience of 100-plus millionaires from all walks of life.
The stories of all investors encourage beginners to take steps and get into real estate for financial freedom and a lot of wealth. The book is written beautifully, follows simple steps, has easy language, and has a handy cover. This book teaches readers about:
This book is a book to inculcate in you the millionaire mindset and set yourself on the journey of being a millionaire.
Michael Zuber’s ‘One Rental at a Time’ encourages a reader to invest in real estate and get rid of their day job with time. It is considered a life-changing book that helps a reader know the value of a second income in life that leads to financial freedom and wealth. It is a brief book that covers Michael’s life and his personal experiences in the field of real estate that helped him earn a great sum.
The whole book is based on a Chinese proverb, “The best time to plant a tree was 20 years second-best ago, and the second-best time is just now”.
The Book On Estimating Rehab Costs written by J. Scott comes with a lot of wisdom points. J. Scott guides the readers that every property comes with surprises and new dimensions, so it is essential to have a well-rounded knowledge of the investment costs of a property.
The investment cost of any property can make or break a deal easily. J. Scott is the author of 3 more investing books on real estate. He wrote all the books from his own experience in real estate. This book has been helping thousands of people around the world to step into real estate.
William J. Ferguson’s “Keepers of the Castle: Real Estate Executives on Leadership and Management” focuses entirely on real estate executives and their thoughts on management and leadership. This book tells a reader about the big players of real estate and how they view the real estate business.
This book examines America’s largest industry and analyses the shift in the real estate business. Moreover, it identifies the attributes of board chairs, executives, and leading people as they actually guide their own businesses through a profound change.
It is one of the most famous books of all time by Robert T. Kiyosaki. It encompasses the basics of personal financing and investing. As per the author, most of the world’s population is not financially literate, that includes first-time investors. Therefore, this book gives a comprehensive yet complete understanding of an educated way of investing in any deal in life. The main essence of the book lies in using the money for wealth development.
This book is about the two dads of the author. One was his own dad (poor), and another was the dad of his best friend (rich). He explains how both men shared their thoughts about investing, money and finance. The author compares and contrasts both the dads and teaches that earning a high income doesn’t label you as rich.
Dough Marshall writes this book about commercial real estate, which states the time-proven principles for investing in real estate. Commercial real estate is very different in nature than residential real estate. The author states the benefits of commercial real estate investing by stating six specific laws. The author focuses on the timing of buying a commercial property and when is the right time to pass on the deal with a good profit. This book teaches the readers:
“The ABCs of Real Estate Investing” by Ken McElroy is entirely for beginners who are just thinking of entering the world of real estate. The book teaches the readers to earn through real estate. This book also teaches the ways to increase income through property management tools. This is a great book for starters and an easy read without any complicated language or ideas. The book teaches the cash flow generated from property investment, which leads to financial freedom and easy life. This book will teach readers:
Spencer Johnson’s ‘Who Moved my Cheese’ metaphorically talks about the change in life, which also brings stress. Basically, it is a fun story of 4 characters who live in a maze and how they react when any sudden situation deprives them of their dear and loved cheese. The way they deal with change and their reactions speak volumes about humans and give great lessons on dealing with stress. The world of real estate is also stressful, so it is a beautiful book that teaches real estate investors life lessons to deal with stress in their lives.
The book teaches readers a lesson of ‘Keep Moving On’. Life becomes an adventure when a person accepts uncertain situations and acts accordingly. Any change in life helps us grow and learn from our own mistakes. So, if you are new to the game of real estate, then you should give this book a read to stay motivated, encouraged, and hopeful.
“The Entrepreneur Mind: 100 Essential Beliefs, Characteristics, and Habits of Elite Entrepreneurs,” written by Kevin D. Johnson, is quite useful for aspiring investors to develop an accurate entrepreneurial mindset to move ahead in their life. According to the author, success comes with a new way of thinking. In order to be successful in life, one must change thinking and develop an entrepreneurial mindset.
The author quotes the examples of Mark Zukerberg, Sara Blakely, Mark Pincus, Kevin Plank, and other famous personalities worldwide. This book is ideal for starters who want to enter the real estate world. Every success starts with thinking, therefore; it is important to change thinking to achieve unimaginable success in life.
Building Wealth One House at a Time by John Schaub is considered a masterpiece because of the author. The author is known as a real estate expert. He has his own mini real-estate empire. The book reaches its readers to accumulate one million dollars worth of houses without any debt, earn a handsome amount, and live an independent life.
The major theme of this book is ‘Common Sense. Schaub gives plenty of ways and techniques for stepping into each phase of real estate, like researching, buying it, holding onto it, and then selling the property. This comprehensive book talks about every real estate phase and aspect and helps beginners make a fresh start with expert tips in mind.
The Fastest, Easiest Way to Get Started in Real Estate Investing by Than Merrill is considered the bible of real estate. The author talks about wholesaling real estate strategies that are so simple and have fewer risk factors involved in them. Merrill teaches his readers to find and analyze wholesale deals and then sell them quickly without any fears.
The art of wholesale real estate business is mastering the skills and minimizing the risk. It teaches you the ways of earning a good profit from real estate wholesaling without any previous experience or even a huge capital. It is a simple, profitable, and perfect real estate business.
Two certified public accountants write this book, and they use their knowledge, experience, and talent to give a detailed tax guide for real estate investors. For every investor, tax is something integral to be understood. Several expenses can be deducted as a real estate investor, but you should know about your tights and be eligible for every deduction you will claim. The authors give advice on reporting the income earned through property investment to avoid any trouble with the IRS.
This book is a must-read if you are new to this business in order to know the pantyhose, tips, and importance of taxes in the real estate business. The book gives real-life examples to teach the readers about real estate taxes in a better way.
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The intelligent investor is a book written by Benjamin Graham in 1949. It is a practical and helpful book for people who want to invest in the stock market. Its entire focus is on risk-averse and long-term approaches. Graham majorly focuses on the researched material for investing instead of mere predictions. This book teaches people about “Value Investing,” which saves investors from harm, scam, and loss. The book is quite old but still relevant in the current market. The new editions of the book deal with the modern markets too. This book is very helpful for beginners as it’s been in update mode since its first publication in 1949. A new investor can easily get an idea of the market, its functioning, working, and risks by reading this book.
Burton G. Malkiel’s “A Random Walk Down Wall Street” has published 12 editions so far. It is an overall book that talks in detail about the major investment vehicles that go from stocks to real estate investment. The newest edition of this book puts focus on the behavioral science behind investing. According to the author, the emotions of the investor affect the financial behavior and investment strategies too. Malkiel argues in his book that asset prices always exhibit different signs of a random walk; therefore, an individual cannot outperform market averages consistently.
A book written by Brandon Turner tells other ways of building a portfolio. Young investors usually think of the stock market for building an investment portfolio, but there can be other options in town to look for. The author talks about the rental property as a means of building an investment portfolio. Rental property also helps grow and build money. The only secret is to know what you are doing and what you are following. This book covers the entire process of buying and renting properties at different places. There are several suggestions for choosing the right property and plans for selling and renting it. Overall, the book touches upon all the things related to a landlord and how to overcome any challenges and turn them into profits.
How to Invest in Real Estate: The Ultimate Beginner’s Guide to Getting Started is written by Joshua Dorkin and Brandon Turner. Investing in real estate is quite challenging, but it is a pathway to building wealth and getting financial freedom. This book really helps beginners know the tactics of investing in real estate. This book contains more than 40 real-life stories of investors who invested in real estate. This book is ideal for beginners as it shows the pathway to investing in real estate without leaving your current job. It is difficult and sometimes impossible for beginners to start a real estate business with a full-time job, but this book helps such people greatly. This book quotes examples of dealing with real estate dealers and getting a profit without fear of loss. Unlike the others, it doesn’t give you one secret method of winning the real estate world but shows you several ways and techniques. You can choose any way that suits your current financial and economic condition.
The book, ‘The simple path to wealth: Your Road Map to Financial Independence and a Rich, Free Life’ written by J.L Collins, teaches you about money, finances, and how to deal with it in your life. This book was basically the personal letters from the author to his daughter but then turned out to be a systematic book for beginners. This book instills optimism in the readers and tells them about financial freedom without the worries of getting retired. The author shares with the readers the mistakes that he made as a beginner and warns other people not to repeat those mistakes. The author kept the book simple and informal for everyone to enjoy. The book teaches the readers to save more by investing in the stock market and spending less. After some time, your savings put in stock will give you financial freedom.
This book is “The Only Investment Guide You’ll Ever Need” by Andrew Tobias. It is a great book for beginners who want to step into the market of investing money and gaining profit. The author teaches you to build an investment portfolio with $0 in your pocket. Readers can easily find sound investing advice that can easily be applied to all aspects of one’s financial life. “The Only Investment Guide You’ll Ever Need” was published in the 1970s, but later, in 2016, the latest version came out with a detailed commentary on modern-day investing tips, techniques, and strategies.
It’s nearly impossible that someone hasn’t heard about this masterpiece. This is the New York Times Best Seller. Daniel Kahneman beautifully writes this book. This is not an investing book or something linked with finances, stocks, and money. This is a book about the way humans think. According to Daniel, thinking matters a lot, and it can make or break a deal. Thinking of an individual decides his future. Daniel splits into two parts of slow and fast thinking. The author of this book is also a psychologist, so he spotlights the human mind that is behind every success and failure in one’s life.
‘How to Make Money in Stocks’ is written by William O’Neil, where he tells the ways of investing to make money. He suggests ways to pick stocks that will raise their value to gain maximum profit. The book talks about seeing the pattern of stocks and picking up the current market trends to get a profit. The latest versions of the book work according to the current investment trends and current stock market techniques. The best thing about this book is its simplicity and different techniques for beginners. The one who has never invested in stocks ever can easily make a fresh start by reading the book. The major discussions in the book revolve around: reading daily financial pages to make more money, picking up the best industry groups, reading, checking, and analyzing charts to improve stock selection, and reducing stock risks and losses.
This book by Joel Greenblatt explains in detail to new investors how they can consistently beat market averages by utilizing the author’s rather simple formula of buying stocks when they hit rock-bottom prices. The specialty of this author lies in his use of simple language. He doesn’t get into any jargon to complicate things for beginners. The author also helps to deal with risks and financial crises and rise up again without losing hope.
Greenblatt, in his book, explained how investors could flawlessly outperform the market averages by applying a formula systematically which seeks out good businesses only when they are available at bargain price/s.
Common Sense on Mutual Funds: New Imperatives for the Intelligent Investor is a masterpiece written by John. C. Bogle. This book advises investors on mutual funds. According to the author, one should have complete knowledge about mutual work and mutual funds before investing somewhere. Mutual funds allow an investor to build a portfolio at a very low price. In the revised version of his book, he focuses on common sense as an integral part of investing. A revolutionary common sense is needed for a successful investment strategy and business performance.
“The Modern Guide to Stock Market Investing for Teens” is considered to be the best book for teens as it is written by a teenager named Alan John, who wrote it to help youngsters see the importance of investing early in their lives. He covers the strategies, tips, and techniques for those who want to make money and have no idea where to start. The author urges young people to start investing any slight amount of money even and explains how invested dollars can grow over time and benefit the investors.
Erin Lowry wrote “Broke Millennial Takes On Investing”. It is considered to be the best book for investing for beginners who want to invest and gain profit. The book answers the basic questions of beginners, like: Should I use any investing application? Do I need to invest while paying down student loans? People and beginners who are not ready to delve into the market and have several questions in mind can count on this book. Most beginners have no idea what to do. And from where can I start? There is a lack of information for beginners about investing in the market. Therefore, Erim Lowry tackles all the questions, fears, and risks to help beginners in this field.
Principles: Life and Work is a book by Ray Dalio. This book is written in first person pronunciation, where the author talks about his personal success and advice given to him by peers and other people in life. This book has some exciting information about economics, management, and investment. The author suggests moving ahead with the systematic approach with a proper set of rules, strategies, and techniques to achieve success both financially and otherwise.
One Up on Wall Street is a great book for expert investing tips by Peter Lynch. The best thing about his book is the expert advice. He reveals the secrets of experienced investors in one book. It revolves around the rise and climax of internet stocks and shows a timeline of events in which modern-day stocks have changed. Lynch focuses on the new investors and tells them the ways to invest with the minimum risk factor. Peter Lynch is basically the ‘Former Manager of Fidelity’ and their multi-billion dollar fund. He provides details of finding and researching stocks and trusting yourself to invest without the fear of loss.
Morningstar’s 30-Minute Money Solutions: A Step-by-Step Guide to Managing Your Finances, by Christine Benz, is a great book for beginners who struggle to incorporate their investing techniques into their personal finances. For Benz, it is pretty challenging to execute the finances in short, manageable steps to be more successful. The beauty of this book lies in the fact that it teaches the investing techniques in chunks and tells you to follow step-wise steps. By taking baby steps, one can conquer anything in the world. If you want to move step by step by getting expert advice, then this book is only for you.
This is a beautiful book written by Taylor Larimore, Mel Lindauer, and Michael LeBoeuf. The Bogleheads are the investing, enthusiastic people who actually honor Bogle and follow his path. This book revolves around Bogle’s philosophy of “starting early, saving money, regular saving, simplified living, and sticking to your investment plan regardless of market conditions.” This book has short, crisp, and well-written 23 chapters that give practical advice and explore different layers of investing. It teaches you to choose the lifestyle that fits your finances. The Bogleheads Guide to Investing is considered to be a straightforward book that gives practical advice. So, if you want to act like Boglehead by worrying less and earning more, then delve into this book to know the investing secrets and implement them to have a sound and happy financial life.
I will teach you to be richly, written by Ramit Sethi, presents a 6-week program for people 20 to 35 years of age to learn the four basic pillars of personal finance. The four pillars covered in the book are banking, saving, budgeting, and investing. Sethi openly shared all the strategies for eliminating the ideas of student loans and debt. The author believes in a balance between saving and spending each month without getting into the hassle of debt and loans. The author advises saving from the actual income and purchasing a house or a car later on. In the latest edition of the book, the psychology of investors is also included. He explains different ways to make investments that grow with your life and your goals. Moreover, the author encourages you to dream big and spend money on the things you like without being guilty of it. If you want to create a perfect balance in your life without giving up on your dreams, then you should try this book.
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Machine learning (ML) is the study of computer algorithms and statistical models computer systems use to carry out different tasks without explicitly getting any instructions.
The field of machine learning is now growing day by day with its advanced implementations. The concepts are very easy to grasp, and anyone can learn them with a little focus.
This article will give you an overview of the best machine-learning books for beginners. Here’s a list of the books:
Oliver Theobald wrote this book. It is the best source of information for you if you want a complete introduction to machine learning for beginners. The author uses very simple and plain language so that anyone can easily grasp the concept. Visual explanations and examples are also added to ensure that the reader will not have difficulty understanding different algorithms. Some simple programming techniques are also introduced to understand machine learning better.
John Paul Mueller and Luca Massaron wrote this book. It aims to put forth all the basic concepts and theories of machine learning in such a way that readers understand. It also highlights the use of machine learning concepts and theories in the practical world. The book also involves coding in Python to let the machines find patterns and analyze results.
John D. Kelleher, Brian Mac Namee, and Aoife D’Arcy wrote this book. It is a complete guide for beginners who want to dive deep into machine learning. The book covers all the fundamental concepts, theories, examples, and practical applications with working examples. It elaborates on all the basic concepts with practical learning approaches, algorithms, and models for its readers.
Toby Segaran wrote this book. It focuses more on the practical application of machine learning strategies to create algorithms for gathering data for projects. You will find the techniques to create programs for accessing and collecting data from different websites and applications. The book also presents filtering techniques, methods to detect groups or patterns, search engine algorithms, ways to make predictions, and much more.
Drew Conway and John Myles White wrote this book. The author used the word ‘Hacker’ for the ones who hack the codes to achieve specific goals and practical projects. It is the best source of information for someone very familiar with programming and coding techniques. Machine learning is linked with different mathematical principles, so if a person is not very good at mathematical techniques but is familiar with coding and programming techniques, many hands-on case studies are showcased in this book to present the material in real-world practical applications. It also presents the solution to the typical problems in machine learning by using the R programming language.
This book was written by Peter Harrington. It is the best guide for beginners who want to grasp the basic concepts behind the practical knowledge of machine learning. You will find different programming and coding techniques that help you develop and code your own programs to get data for analysis. If you are familiar with Python programming, it will be much more helpful to understand the concepts and examples in this book.
This book was written by Ian H. Witten, Eibe Frank, and Mark A. Hall. It focuses more on technical details for machine learning. You can learn about how to obtain data from particular mining techniques. Moreover, you will find all the major and minor technical details for machine learning and data gathering and evaluation methods under machine learning.
This book was written by Andriy Burkoy. It is written in a very simple and easy-to-read text. After reading this book, you will be able to learn and develop complex AI systems, qualify for an ML-based interview, and you can even start your own business based on machine learning. So, if you are looking for a machine learning guide, this book is suitable for teaching you the basics of machine learning.
Tom M. Mitchell wrote this book. It covers all the fundamentals of machine learning, including the theorems with pseudocode summaries of the respective algorithms. To make the algorithms understandable, you will find a lot of examples and case studies in this book. If you are really thinking about making your career in the field of machine learning, then this book is a must for you.
Trevor Hastie, Robert Tibshirani, and Jerome Friedman wrote this book. It is a perfect guide for those who are interested in stats and want a statistical perspective of machine learning. The book focuses more on mathematical derivation to teach the concepts of ML algorithms. In short, this book is beginner-friendly if you have a good knowledge of mathematics and basic linear algebra.
Yaser Abu Mostafa, Malik Magdon-Ismail, and Hsuan-Tien Lin wrote this book. It does not take its readers into the complexities of machine learning; rather it focuses on the basic concepts to simplify the complex techniques of machine learning. That is why it could be the best source of learning for beginners in the field of machine learning.
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