How to become an expert in Data Mining

                Data Mining is the process of extracting information from a large data set and transforms this extracted information into understandable data structure. The data mining is frequently applied to many information processing such as collection, extraction, warehousing, statistics and analysis as well as the applications of computer decision support systems such as artificial intelligence, business intelligence and machine learning. There are many large companies uses this technology to focus on the most important information in their data warehouses. Data mining tools used to predict future trends and behaviors, this prediction helps many companies to make proactive and knowledge driven decisions.Data mining tools can answer any business questions that are traditionally too time consuming to resolve. If you want to analyze massive databases to get the answers to your business questions like "Which clients are most likely to respond to my next promotional mailing, and why?" then data mining is the best choice to this too time consuming process.

                  Nowadays there are vast amount of data has been collected every day in a variety of fields such as biology, finance, marketing and medicine.
To analyze this mass amount of data to get answers to your questions is not an easy task, for this process the data mining tools comes to hand. So becoming the Data minding expert is important to everyone who want to join to bigger companies. Today we bring you top most great books from beginner level to advanced level to become an expert in data mining. Choose the best one from the following list.


1. Introduction to Data Mining

                If you are completely new to data mining then this book is for you, because this explains everything you need to know as a beginner in a simplified manner. Usually the data mining always uses thousand of equations, but this book covers every standard data mining technologies without using so much of equations. This book covers the basics of kernel methods and some advanced technologies. In my point of view this is the best data mining book for absolute beginners.

2. The Elements of Statistical Learning: Data mining, inference and prediction-Second Edition

                 This book covers many topics including neural networks, classification, boosting and support vector machines. This second edition also covers some advanced technologies involved in the data mining such as graphical models, ensemble methods, path algorithms, random forests and least angle regression. This book teaches lot of things involved in the data mining not only the basics. It is the best book for learning data mining, machine learning and bioinformatics.

3. Data Mining: Concepts and Techniques, Third Edition

             This is very good textbook on data mining, this third edition covers every new concepts that are introduced in the data mining field. It's a well written book with all of the supporting materials an instructor is likely to want including web material support, expensive problem sets and solution manuals. This book want some coding knowledge, database design experience and statistics analysis knowledge from you.The materials organized in this book is very useful to many industrial experts including epidemiologists, financial analysts and psychometric researchers.

4. Data Mining: Practical Machine Learning Tools and Technologies

                    This book teaches everything you need to know about preparing inputs, evaluating results, interpreting outputs and algorithmic methods. This updated edition of this book includes new materials of ensemble learning, massive data sets, data transformations and multi-instance learning. The good news about this new edition is broad coverage of algorithms and data mining issues and complete description of every algorithms. So this book is better choice to learn data mining along with data mining algorithms.

5. Data mining: Introductory and Advanced Topics

             As for the title of this book this book covers from introductory to advanced topics involved in the data mining. The author uses lot of simple examples to explain every concepts more clearly. This book covers more advanced concepts then all other books in the market. The algorithms used in this book is clearly explains with Pseudo-codes, so this book is easy to follow and learn everything associated with the data mining.

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Also Read: How to become an expert in Computer Architecture, Linux Command Line.

Today's Quote:

                  "Success usually comes to those who are too busy to be looking for it".

                                                                                                      - Henry David Thoreau