Get Agile Data Science: Building Data Analytics Applications PDF

By Russell Jurney

ISBN-10: 1449326269

ISBN-13: 9781449326265

Mining sizeable facts calls for a deep funding in humans and time. how will you be certain you’re development definitely the right types? With this hands-on booklet, you’ll study a versatile toolset and technique for construction powerful analytics functions with Hadoop.

utilizing light-weight instruments comparable to Python, Apache Pig, and the D3.js library, your workforce will create an agile atmosphere for exploring facts, beginning with an instance software to mine your personal e mail inboxes. You’ll research an iterative method that allows you to fast swap the type of research you’re doing, counting on what the knowledge is telling you. All instance code during this publication is on the market as operating Heroku apps.
• Create analytics functions through the use of the agile colossal information improvement method
• construct price out of your information in a chain of agile sprints, utilizing the data-value stack
• achieve perception through the use of numerous facts constructions to extract a number of beneficial properties from a unmarried dataset
• Visualize facts with charts, and disclose various features via interactive reviews
• Use old info to foretell the long run, and translate predictions into motion
• Get suggestions from clients after each one dash to maintain your venture on the right track

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Download PDF by Russell Jurney: Agile Data Science: Building Data Analytics Applications

Mining immense facts calls for a deep funding in humans and time. how will you confirm you’re construction the correct versions? With this hands-on booklet, you’ll study a versatile toolset and technique for construction powerful analytics functions with Hadoop.

utilizing light-weight instruments akin to Python, Apache Pig, and the D3. js library, your workforce will create an agile atmosphere for exploring information, beginning with an instance software to mine your personal e-mail inboxes. You’ll examine an iterative strategy that permits you to fast swap the type of research you’re doing, looking on what the knowledge is telling you. All instance code during this publication is accessible as operating Heroku apps.
• Create analytics functions through the use of the agile enormous information improvement technique
• construct worth out of your facts in a sequence of agile sprints, utilizing the data-value stack
• achieve perception through the use of a number of info buildings to extract a number of positive factors from a unmarried dataset
• Visualize facts with charts, and disclose varied facets via interactive experiences
• Use historic information to foretell the longer term, and translate predictions into motion
• Get suggestions from clients after each one dash to maintain your venture on course

Additional info for Agile Data Science: Building Data Analytics Applications with Hadoop

Sample text

24 | Younger Skin in 28 Days AGE Questionnaire Fill out the following questionnaire to see if you’re exposed to increased levels of AGEs. Circle the most correct answer (YES / SOMETIMES / NO) for each question. Your score for each answer is in brackets. For example in question 2, if you eat puffed/flaked breakfast cereal three times a week your answer is YES and your score is 10. Write your score in the space provided to the right. YES = weekly or daily SOMETIMES = monthly or occasionally NO = never or very rarely Part A 1.

YES (18) SOMETIMES (12) NO (0) 10. Do you eat fried foods such as fish and chips, chicken nuggets, fish fingers, spring rolls, hot chips, etc? YES (24) SOMETIMES (15) NO (0) 11. Do you roast, grill, fry or barbecue animal protein foods such as red meat, eggs, seafood and poultry using butter, margarine or vegetable oil of any kind (such as canola, olive, sunflower, coconut, etc)? YES (20) SOMETIMES (12) NO (0) 12. Do you consume dairy products including milk, cheese, yoghurt, butter, iceblocks (ice lollies) and ice-cream?

Do you eat bacon, sausages or hot dogs? indd 25 25/07/2013 1:13:53 PM 26 | Younger Skin in 28 Days 15. Do you eat deli meats such as ham, devon, turkey, salami or Spam? YES (22) SOMETIMES (15) NO (0) 16. Do you eat pizza or fast-food hamburgers? YES (24) SOMETIMES (15) NO (0) 17. Do you add sweetener, including artificial sweetener, sugar, honey and other sweeteners, to foods or beverages such as coffee or tea, cereals or desserts? ) YES (20) SOMETIMES (10) NO (5) 18. Do you overeat or are you considered overweight?

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Agile Data Science: Building Data Analytics Applications with Hadoop by Russell Jurney


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