Category Archives: Programming

5 Books That Can Help You Learn Machine Learning

Machine learning is one of the most innovative and potentially life changing technologies in the world of science today. It is the science of how machines can learn to make their own decisions and take actions themselves. This is the kind of technology which we will see increasingly in the future in our everyday lives. It is already used in a huge range of applications such as fraud protection and product recommendation on websites. The technology is also being used to develop the technology for products such as self-driving cars.

Here are some recommendations of great books to help you learn more about Machine Learning. Some are designed for the beginner, whilst others are for those looking for a more advanced examination of the subject.

Python Machine Learning by Sebastion Raschka

This is a bestselling book in the field of machine learning. It is a complex subject which requires a solid basis in coding before the student can move on to learning the more advanced elements. One of the excellent points about this book is that it gives a solid foundation in the coding concepts required for the subject.

It is well written and explains the subject to the reader in a very understandable format.

https://www.amazon.com/Python-Machine-Learning-Sebastian-Raschka/product-reviews/1783555130/ref=cm_cr_dp_see_all_btm?ie=UTF8&showViewpoints=1&sortBy=recent

Fundamentals of Machine Learning for Predictive Data Analytics by John D. Kelleher

This is an excellent book which explains the basics of the concepts of the science of machine learning. It is a good book for someone beginning to learn this branch of science. However, if you don’t have a solid background in Python you may wish to read Python Machine Learning first before studying this book.

https://www.amazon.com/Fundamentals-Machine-Learning-Predictive-Analytics/dp/0262029448/ref=sr_1_1?ie=UTF8&qid=1466466296&sr=8-1&keywords=fundamentals+of+machine+learning

Data Analytics Made Accessible by Anil Maheshwari

This book is an ideal place to start if you want to start learning about the field of machine learning. The writing style is very accessible and is easy for the non-scientist to understand. Machine learning is an important concept to understand for people in many disciplines. Artificial intelligence is becoming a very important element of our world and it is of interest to people in many different occupations, including entrepreneurs and business people.

This book is not for you if you are looking for a highly technical explanation of the subject. It is designed for those who have an interest, but want more of an overview.

A great advantage about this book is that it is low cost, and may even be available free for subscribers to Kindle Unlimited.

https://www.amazon.com/Data-Analytics-Made-Accessible-Maheshwari-ebook/dp/B00K2I2JL8/ref=sr_1_13?ie=UTF8&qid=1466460602&sr=8-13&keywords=machine+learning

Machine Learning: The Art and Science of Algorithms That Make Sense of Data By Peter Flach

This is a good book for someone looking to be taken from the basics to the more complex theory of machine learning. It is still an introductory text, but it has much more discussion of theory than the “Data Analytics Made Accessible” book which is at a more basic level.

https://www.amazon.com/s/ref=nb_sb_ss_i_1_12?url=search-alias%3Dstripbooks&field-keywords=machine+learning&sprefix=machine+lear%2Cundefined%2C252&rh=n%3A283155%2Ck%3Amachine+learning

Machine Learning for Dummies

The “For Dummies series is always a good place to start if you want to get a basic view of any subject, and this one is well written for the beginner. It gives readers a good start to see whether they want to explore the subject further.

https://www.amazon.com/Machine-Learning-Dummies-Computer-Tech-ebook/dp/B01FL4BGOI/ref=sr_1_5?s=books&ie=UTF8&qid=1466467036&sr=1-5&keywords=machine+learning

What Are the Best Books on Computer Science for Young Programmers?

There are so many books available which are aimed at people wanting to learn more about computer science. Here are our recommendations for some books which will give a good start to young people wanting to know more about this fascinating and complex subject

Introduction to Algorithms by Thomas H. Cormen

Anyone studying computer science needs a very solid foundation in the understanding of algorithms. This book is an excellent place to start for the young computer scientist. This text book is aimed at beginners at first year college level.

To describe this book as comprehensive is an understatement. With 1312 pages this book is going to be one of the heaviest on your shelf.

Although many of the elements of computer science change very rapidly which make books out of date very quickly, the fundamental principles of algorithms remain constant. This is significant because it means that an excellent text book like this can remain relevant for many years.

https://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844/ref=cm_cr_arp_d_product_top?ie=UTF8

Computer Science Illuminated by Nell Dale and John Lewis

This is an excellent over view of computer science for the young programmer. Computer science is a huge subject and no one text book will be able to cover very much ground, but Computer Science Illuminated does a great job of covering the basics of a lot of the principles of this discipline.

This book is now in its 5th edition and has been updated to include sections on Google+ and Facebook as well as a comprehensive update on HTML5.

Readers will also have access to a comprehensive website which has a lot of very useful information.

https://www.amazon.com/Computer-Science-Illuminated-Nell-Dale/dp/1449672841/ref=sr_1_3?s=books&ie=UTF8&qid=1466523464&sr=1-3&keywords=computer+science

The C ++ Programming Language by Bjarne Stroustrop

This is one of the best C ++ programming books for young computer scientists. This is a very comprehensive book and it does assume that the reader has a solid basis in programming already – it is not for the absolute beginner, but serves as an advanced text book for those wanting to get a more in-depth knowledge of the C ++programming language.

https://www.amazon.com/C-Programming-Language-4th/dp/0321563840/ref=sr_1_1?s=books&ie=UTF8&qid=1466524047&sr=1-1&keywords=C+%2B%2B

Think Like a Programmer: An Introduction to Creative Problem Solving by V. Anton Spraul

This book is not a conventional text book. The aim of the book is to enable young programmers to think differently when approaching problems. Programming is very obviously a science, but this book gets the young person to think about the concept that it is also very much an art as well.

One of the problems which computer science students have is that they find it very difficult to write a complete program from beginning to end. A student can know the theory very well, but the difficulty comes when the start to try and apply it to a problem. This book encourages the student to think differently and start to be able to apply the knowledge they have and actually apply it in a practical way.

https://www.amazon.com/Think-Like-Programmer-Introduction-Creative-ebook/dp/B008RQMDU4/ref=pd_sim_351_1?ie=UTF8&dpID=519Ob%2BjeZJL&dpSrc=sims&preST=_OU01_AC_UL320_SR242%2C320_&psc=1&refRID=QNRH9H0EPJTM3HJV36K8

Hacking: The Art of Exploitation by John Erickson

This is one of the best books available which covers the art of creative problem solving in programing – or “hacking” as it is commonly known. This isn’t a book for the absolute beginner, as to get the most out of it the reader needs to have at least a basic understanding of programming.

The book aims to get the reader to think differently about problem solving and how computers actually work. There are a lot of practical examples as well as detailed technical explanations.

https://www.amazon.com/Hacking-Art-Exploitation-Jon-Erickson/dp/1593271441/ref=sr_1_4?s=books&ie=UTF8&qid=1466526591&sr=1-4&keywords=computer+science

How to Become a Computer Programmer Without a College Degree

You may be surprised to learn that there are many computer programmers working in this high tech industry without a college degree. The college route is the traditional way, but this does not mean that it is a requirement for those who want to make a living as a computer programmer.

It is more than possible these days to have a wide range of careers without a college degree. The rising costs of attending college are making more and more people look into different options. There is an abundance of training available online and many people are self-taught in the skills required to be a computer programmer.

If you are determined to make a break from the traditional route and not pursue a college degree you do have to be aware of certain obstacles that you may face. Whilst many employers will consider candidates without a college degree, there is no doubt that some will simply not have them on their short list of candidates. The most difficult part about becoming a computer programmer will probably be in getting your first break.

Once you have experience and a portfolio, many employers will not consider the lack of a college degree to be an important factor. If you are a talented computer programmer and you can prove that you are, the lack of college qualifications will not hold you back. However, the problem is, how do you get your first break?

The market place is competitive for everyone. You have to think about how to make your skills and talents look appealing to prospective employers. There are many ways that you can do that, starting with building up a great portfolio which showcases your talents. Think about the things which you are most interested in and where your strengths lie.

It is a good idea to build a personal website to showcase your work. Make sure that the site is well structured and presents your work in a well-organized and user friendly way. Adding a blog to your website can also help you represent your ideas and projects in an accessible way.

Consider whether to participate in an open source project. This will show any prospective employer that you are able to collaborate and work with other programmers.

Another idea if you are good at teaching others would be to have your own YouTube Channel. You can link this to your website and make videos which are relevant to your particular area of expertise. This will show any employer that you are prepared to commit time to your talent, and that you can go over and above what many people are prepared to do. Anything which shows initiative and indicates that you can think outside the box will be attractive to prospective employers.

Employers are always looking for experience – but how do you get that when you haven’t yet landed your first job? The answer is to start small. One idea is that you could work on projects for family and friends. You can also look to freelance sites to take on small projects (probably at a low fee), simply to gain experience.

A Reading List for Self-Taught Java Programmers

If you are a Java Programmer who is looking to build up your library collection here are some suggestions of the best books out there about this fascinating language.

Java A Beginner’s Guide by Herbert Schlidt

This is an excellent guide for programmers who are new to Java. It is a beginners guide to Java, but to get the most out of it the reader does need to have some basic programming knowledge.

This book is well laid out, with useful features such as chapter opening lists specifying what you will learn in that section, and quizzes at the end of each chapter so that you can test what you have learned.

https://www.amazon.com/Java-Beginners-Guide-Herbert-Schildt/dp/0071809252/ref=cm_cr_arp_d_product_top?ie=UTF8

Head First Java by Kathy Sierra

This book is aimed at readers who are new to both Java and programming. It does a very good job of explaining the basic principles of Java in an easy to understand format. Some readers will enjoy the irreverent approach, but if you are looking for formal text book style then this is not the book for you!

https://www.amazon.com/Head-First-Java-Kathy-Sierra/dp/0596009208/ref=sr_1_1?ie=UTF8&qid=1466545847&sr=8-1&keywords=head+first+java

Clean Code: A Handbook of Agile Software Craftsmanship by Robert C. Martin

Every programmer knows that clean code is essential to writing a great program. This bestselling book will challenge the reader to think about how they can identify what is right and what is wrong about the many examples of code which are given in the text. It helps them to recognize the difference between good code and bad code so that they ultimately become better programmers in any language, including Java.

https://www.amazon.com/Clean-Code-Handbook-Software-Craftsmanship/dp/0132350882/ref=sr_1_3?ie=UTF8&qid=1466544747&sr=8-3&keywords=effective+java

Effective Java by Joshua Bloch

This book is designed for the experienced Java programmer who wants to improve upon their existing skills. The author, Joshua Bloch, is one of the most respected authorizes on this subject – he has led the design and implementation of many Java systems. This book will be relevant to even the most experienced Java designer.

https://www.amazon.com/Effective-Java-2nd-Joshua-Bloch/dp/0321356683/ref=sr_1_1?ie=UTF8&qid=1466546364&sr=8-1&keywords=effective+java

Java 8 in Action: Lambdas, Streams and Functional Style Programming by Raoul-Gabriel Urma

This book is designed for readers who are already familiar with Java programming, but who want to learn about Java 8. It has a very clear format which is easy to follow, and has lots of examples to help the reader understand the game changing concepts of Java 8. The chapters are well thought out and give the reader just enough information without being overwhelming.

https://www.amazon.com/Java-Action-Lambdas-functional-style-programming/dp/1617291994/ref=pd_sim_14_3?ie=UTF8&dpID=51JNZZSTmFL&dpSrc=sims&preST=_AC_UL320_SR256%2C320_&refRID=05A2SXPM0SK9VSR6FH8G

Refactoring: Improving the Design of Existing Code by Martin Fowler

This is another book which concentrates on the concept of how important it is to write clean code. Over the year many millions of lines of code have been written. Much of it is flawed and not as robust as it should be. This means that many programs are difficult to maintain and extend. A technique known as refactoring has emerged to improve existing code. This book has 76 examples of how you can use refactoring to bring new life to old code.

https://www.amazon.com/Refactoring-Improving-Design-Existing-Code/dp/0201485672/ref=sr_1_1?ie=UTF8&qid=1466545237&sr=8-1&keywords=refactoring