Books with author Robert Ayton

Harness the power of Python to develop data mining applications, analyze data, delve into machine learning, explore object detection using Deep Neural Networks, and create insightful predictive models.Key FeaturesUse a wide variety of Python libraries for practical data mining purposes.Learn how to find, manipulate, analyze, and visualize data using Python.Step-by-step instructions on data mining techniques with Python that have real-world applications.Book DescriptionThis book teaches you to design and develop data mining applications using a variety of datasets, starting with basic classification and affinity analysis. This book covers a large number of libraries available in Python, including the Jupyter Notebook, pandas, scikit-learn, and NLTK.You will gain hands on experience with complex data types including text, images, and graphs. You will also discover object detection using Deep Neural Networks, which is one of the big, difficult areas of machine learning right now.With restructured examples and code samples updated for the latest edition of Python, each chapter of this book introduces you to new algorithms and techniques. By the end of the book, you will have great insights into using Python for data mining and understanding of the algorithms as well as implementations.What you will learnApply data mining concepts to real-world problemsPredict the outcome of sports matches based on past resultsDetermine the author of a document based on their writing styleUse APIs to download datasets from social media and other online servicesFind and extract good features from difficult datasetsCreate models that solve real-world problemsDesign and develop data mining applications using a variety of datasetsPerform object detection in images using Deep Neural NetworksFind meaningful insights from your data through intuitive visualizationsCompute on big data, including real-time data from the internetTable of ContentsGetting Started with Data MiningClassifying with scikit-learn EstimatorsPredicting Sports Winners with Decision TreesRecommending Movies Using Affinity AnalysisFeatures and scikit-learn TransformersSocial Media Insight using Naive BayesFollow Recommendations Using Graph MiningBeating CAPTCHAs with Neural NetworksAuthorship AttributionClustering News ArticlesObject Detection in Images using Deep Neural NetworksWorking with Big DataNext Steps...

John Robinson (1575–1625) is known as the pastor to the pilgrim fathers. He attended Cambridge and became a puritan preacher. He was a separatist and moved to Leyden, Holland because of persecution. At Leyden he was the pastor to the pilgrims that eventually left in the Mayflower. Robinson remained in Leyden with the remnant of his church to take care of wives and children. The text of this edition is from the 70-page biography in “The Works of John Robinson, the Pastor of the Pilgrim Fathers,” Vol. 1., London: John Snow, 1851.Robert Ashton (1798–1878) was born at Hull, England. He was educated at Hoxton College. After being a pastor for 26 years he worked as a secretary for Christian organizations. In 1847 he became the General Secretary of the “Board of Congregational Ministers.” He was editor of the “Congregational Year Book” and the three volume “Works of John Robinson.”

How do you tell your mom that you have just met a four hundred year old witch, that you know of a swamp monster the size of a bus, and in your bedroom is a map that leads to a fortune in ancient treasure?Sisters Jessica, aged twelve, and Elizabeth Hadley, aged eleven, find themselves in this dilemma. In a whirlwind adventure, the two little girls take on the world and double drop kick it, forcing it to yield to them what they want.Written in the tradition of Harry Potter and Nancy Drew, The Mystery of Turnways Swamp is a fast paced rags to riches to rags story with a moral lesson for all of us.

Crack the case with Hidden Vale’s favorite dork detective!My name is Jeffrey Jeffries. I attend Hidden Vale Middle School, where I’m one of the smartest kids in sixth grade. I’m also one of the least popular.My interests include computers, monkeys, robotics, rock collecting, covert surveillance, the paranormal, and pudding. People call me a dork, but they still call me.Need a mystery solved? Don’t lose my number:1-555-DIAL-A-DORKJeffrey Jeffries has seen his share of strange cases. But when the scariest kid in sixth grade hires Jeffrey to get rid of a hot-tubbing ghost, it promises to be his most incredible investigation ever.1.State-of-the-art ghost-hunting gear? Check.2.Swimming trunks? Check.3.Pudding? Of course.The best detective at Hidden Vale Middle is officially on the case! What could possibly go wrong?

Crack the case with Hidden Vale’s favorite dork detective! My name is Jeffrey Jeffries. I attend Hidden Vale Middle School, where I’m one of the smartest kids in sixth grade. I’m also one of the least popular. My interests include computers, monkeys, robotics, rock collecting, covert surveillance, the paranormal, and pudding. People call me a dork, but they still call me. Need a mystery solved? Don’t lose my number: 1-555-DIAL-A-DORK Jeffrey Jeffries has seen his share of strange cases. But when the scariest kid in sixth grade hires Jeffrey to get rid of a hot-tubbing ghost, it promises to be his most incredible investigation ever. 1. State-of-the-art ghost-hunting gear? Check. 2. Swimming trunks? Check. 3. Pudding? Of course. The best detective at Hidden Vale Middle is officially on the case! What could possibly go wrong?

The "Car Sick" Book The Car Sick book is a great resource for all, young and old, who have ever suffered the nausea, dizziness, and vomiting of car-sickness. It gives insght into natural remedies, and helps all suffering from this problem to recognize: "You are NOT alone." And, even if the guidance offered in this book cannot stop the queasiness in your stomach, the honest, innocent words of Payton, will certainly warm your heart.