By Rushdi Shams
Key Features
- This booklet offers glossy recipes in small steps to aid an apprentice prepare dinner turn into a grasp chef in information science
- Use those recipes to acquire, fresh, examine, and research out of your data
- Learn find out how to get your information technology purposes to creation and firm environments effortlessly
Book Description
If you're looking to construct information technology versions which are strong for creation, Java has come to the rescue. as a result of powerful libraries reminiscent of MLlib, Weka, DL4j, and extra, you could successfully practice the entire information technological know-how initiatives you would like to.
This designated ebook offers sleek recipes to resolve your universal and not-so-common info science-related difficulties. we commence with recipes that will help you receive, fresh, index, and seek info. then you definately will examine quite a few suggestions to research, examine from, and retrieve info from info. additionally, you will know how to address colossal information, research deeply from facts, and visualize data.
Finally, you are going to paintings via certain recipes that clear up your difficulties whereas taking information technology to creation, writing dispensed info technology functions, and lots more and plenty more—things that might come in useful at work.
What you'll learn
- Find out tips on how to fresh and make datasets prepared so that you can collect real insights by means of elimination noise and outliers
- Develop the abilities to exploit smooth computer studying innovations to retrieve info and rework info to wisdom. retrieve info from great amount of knowledge in textual content format.
- Familiarize your self with state-of-the-art concepts to shop and seek huge volumes of knowledge and retrieve info from quite a lot of facts in textual content format
- Develop uncomplicated talents to use enormous facts and deep studying applied sciences on huge volumes of data
- Evolve your information visualization talents and achieve necessary insights out of your data
- Get to grasp a step by step formulation to boost an industry-standard, large-scale, real-life facts product
- Gain the abilities to imagine facts and engage with clients via info insights
About the Author
Rushdi Shams has a PhD on program of computing device studying in traditional Language Processing (NLP) areas of difficulty from Western college, Canada. earlier than beginning paintings as a desktop studying and NLP expert in undefined, he used to be engaged in educating undergrad and grad classes. He has been effectively holding his YouTube channel named examine with Rushdi for studying computing device technologies.
Table of Contents
- Obtaining and cleansing Data
- Indexing and looking Data
- Analyzing info Statistically
- Learning from information - half 1
- Learning from info - half 2
- Retrieving details from textual content Data
- Handling enormous Data
- Learn Deeply from Data
- Visualizing Data
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Java Data Science Cookbook by Rushdi Shams
by Charles
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