The Statistics and Calculus with Python Workshop. A comprehensive introduction to mathematics in Python for artificial intelligence applications

Peter Farrell, Alvaro Fuentes, Ajinkya Sudhir Kolhe, Quan Nguyen, ...

Are you looking to start developing artificial intelligence applications? Do you need a refresher on key mathematical concepts? Full of engaging practical exercises, The Statistics and Calculus with Python Workshop will show you how to apply your understanding of advanced mathematics in the context of Python.The book begins by giving you a high-level overview of the libraries you'll use while performing statistics with Python. As you progress, you'll perform various mathematical tasks using the Python programming language, such as solving algebraic functions with Python starting with basic functions, and then working through transformations and solving equations. Later chapters in the book will cover statistics and calculus concepts and how to use them to solve problems and gain useful insights. Finally, you'll study differential equations with an emphasis on numerical methods and learn about algorithms that directly calculate values of functions.By the end of this book, you’ll have learned how to apply essential statistics and calculus concepts to develop robust Python applications that solve business challenges.

The Statistics and Machine Learning with R Workshop. Unlock the power of efficient data science modeling with this hands-on guide

Liu Peng

The Statistics and Machine Learning with R Workshop is a comprehensive resource packed with insights into statistics and machine learning, along with a deep dive into R libraries. The learning experience is further enhanced by practical examples and hands-on exercises that provide explanations of key concepts.Starting with the fundamentals, you’ll explore the complete model development process, covering everything from data pre-processing to model development. In addition to machine learning, you’ll also delve into R's statistical capabilities, learning to manipulate various data types and tackle complex mathematical challenges from algebra and calculus to probability and Bayesian statistics. You’ll discover linear regression techniques and more advanced statistical methodologies to hone your skills and advance your career.By the end of this book, you'll have a robust foundational understanding of statistics and machine learning. You’ll also be proficient in using R's extensive libraries for tasks such as data processing and model training and be well-equipped to leverage the full potential of R in your future projects.

The Staying Guest

Carolyn Wells

Carolyn Wells (June 18, 1862 March 26, 1942) was an American author and poet. Wells wrote a total of more than 170 books. She was a well known author of childrens stories, until she began reading mystery stories written by Anna Katherine Green, and from then on she devoted her writings to puzzling mysteries in a similar vein. A new book by this popular author, and written in her best and most interest-compelling style. Ladybird Lovell, the staying guest, is a quaint and startling but loving and lovable child, who comes unbidden into the home of her supposed aunts Priscilla and Dorinda. How she wins her way is the story. The Staying Guest is an enjoyable read that will surely leave you glad for having picked it up!

The Step on the Stair

Anna Katharine Green

I had turned the corner at Thirty-fifth Street and was halfway down the block in my search for a number I had just taken from the telephone book when my attention was suddenly diverted by the quick movements and peculiar aspect of a man whom I saw plunging from the doorway of a large office-building some fifty feet or so ahead of me.

The Steppe

Anton Pavlovich Chekhov

The story of a boy Egor, who goes from his home to a gymnasium located in another city. This trip is the last event before the start of a new life away from mother and familiar places. Nothing unexpected happens on the way, but at the same time, there is a constant change of landscapes and moons of Egor, meetings with new people, both ordinary and of noble origin. The boy is a witness to the life of people whose path also lies through the steppe.

The Steward

Edgar Wallace

This early work by Edgar Wallace was originally published in 1932. Wallace was an extremely prolific writer who wrote over 175 novels, plus numerous plays, essays and journalistic articles. During the peak of his success during the 1920s, it was said that a quarter of all books read in England were written by him. In England, in the 1920s, Wallace was said to be the second biggest seller after the Bible. Many of his novels were made into films and TV dramas. The Steward is a collection of short stories that include The left Pass, The Little Baroness, Solo and the Lady, and many more. The stories are fast-paced with some surprising twists, well written and great to read and definitely a product of their time and place.

The Stingaree

Max Brand

Renowned Western writer Max Brand does it again in the eminently enjoyable story "The Stingaree". When Alabama Joe drifted into Fort Anxious, he seemed to be a shiftless, easygoing tramp. But he didnt fool Stanley Parker. Hed gunned down the notorious Bob Dillman. Hed known that one day Dillmans outlaw partner would appear to avenge death. The Stingaree was fast on the draw and deadly as a snake. Parker knew hed have to draw first, or die! Here is a fast-moving story of a man of many names and many skills who found that his ordeal had just begun when he met his enemy. Ahead of him lay the perils of hired guns and wilderness traps and a bitter conflict with his own code of honor.

The Stoat

Lynn Brock

We meet a man named Margesson, who suffers from a mentally ill wife and two harmful children. Unfortunately, Margesson will soon not only die, but also his offspring. Traveling to Ireland the author was Irish plays a decisive role in understanding the strange sequence of events that are deeply rooted in the past. The darkness of Brocks books is more fashionable these days than when they were written, but his sometimes dense, sometimes elliptical style confronts him.

The Stolen Stallion

Max Brand

The Stolen Stallion by Max Brand is one of the books in the Silvertip series. Wild horses ... evil men! Parade - a magnificent stallion worth twice his weight in cold cash. And many men had set out to capture this legendary prize. Some never returned. Some came back stony-broke. Others were ruined by desert heat and mountain winters. Only Silvertip, an honest man fast with his fists and quicker with his guns, can tame the magnificent stallion Parade, son of Brandy, king of the wild horses of the Sierras. When Silvertip hunted Parade he took only a rope and raw courage. But trailing him, guns at their sides, were two killers who wanted Silvertip as badly as they wanted Parade!

The Stoneware Monkey

R. Austin Freeman

First, there are two seemingly unrelated events: the murder of a constable in pursuit of a diamond thief and the attempt to poison a potter by using arsenic. The connection lies in the presence of Dr. Oldfield, a Dr. Thorndykes former student, who happened to find the constable body and served as the consulting physician of the potter. Dr. Oldfield once again found a trace of murder: ashes of cremated human human body in the dustbin at the potters studio. The police tries to chase the supposedly real villain, but end up in vain. Facing with these puzzling events, Dr. Thorndyke has his own hypotheses. His inquiries results in the discovery of the real felon while the secret is concealed in the hideous figurine of a stoneware monkey. The Stoneware Monkey has everything that weve come to expect from a Thorndyke novel a highly complex and creative murder, a damsel in distress, telltale fingerprints, chemical analysis, brilliant theorizing by Thorndyke, faulty thinking by everyone else, and a dramatic surprise ending.

The Storm

Max Brand

Twelve-year-old Tommy is left to fend for himself. Thanks to endurance, ingenuity and a wonderful union with the grizzly bear, whose mother he helped, the boy survives. When Tommy gets older, he and the bear set off for the valley, where they prevent the killing of an indestructible horse. The horse, bear and Tommy become legend and the expedition is about to capture or kill Tommy.

The Story Girl

Lucy Maud Montgomery

The Story Girl is a beautifully-written classic by L. M. Montgomery. A perfect piece of literature that could be enjoyed by anyone, young or old. It narrates the adventures of a group of young cousins and their friends who live in a rural community on Prince Edward Island, Canada. The book is narrated by Beverley, who together with his brother Felix, has come to live with his Aunt Janet and Uncle Alec King on their farm while their father travels for business. The narrative is largely driven by Sara Stanleys enchanting tales of adventure, romance, terror and suspense. Sara is only fourteen, but she can weave tales that are impossible to resist. Capturing the purity of childhood fantasies, The Story Girl is an uplifting story sure to bring back a few memories with its evocative imagery and language.

The Story of a Fierce Bad Rabbit

Beatrix Potter

Do you know what happens to bad rabbits who dont say please? This, along with The Story of Miss Moppet was designed as a simple tale, intended for very young children with an important lesson in good manners, of what befalls a rude little rabbit who doesnt say please when he wants something, but instead just takes it from someone else. The fierce bad rabbit learns the consequences of his unkind actions in an unusual way! The Story of A Fierce Bad Rabbit is number 20 in Beatrix Potters series of 23 little books. One of the worlds greatest childrens writers and illustrators, Beatrix Potter created some of the most recognizable characters in English literature, including Peter Rabbit, Jemima Puddle-Duck and Benjamin Bunny.

The Story of Doctor Dolittle

Hugh Lofting

The small, plump and shy Dr. Doolittle is a wonderful doctor whose love of animals deprives his patients. But after his parrot Polynesia teaches him to speak in animal languages, the Doctor becomes famous in the animal world, and travels around the world and even to the Moon! The doctor and his pets go to Africa to save the kingdom of monkeys from the plague. This book is for various age. Even an adult like it.

The Story of Sonny Sahib

Sara Jeannette Duncan

Kanpur has a marble angel, which is located in a very quiet garden and fenced off even from trees and flowers by a wall. The angel looks down, miserable sorrow stands next to her, that no one wants to touch her with words. People just come, look and silently leave. Sonni Sahibs father believed that everything he could learn during his lifetime about the fate of his wife and young son was written there.

The Story of the Gadsby

Rudyard Kipling

A short book written as a play. It follows the young captain who is getting married, and each scene represents the different stages of the marriage. The book is written almost entirely in dialogue. Be sure to pay attention to the fact that Kipling understands the meaning of the introduction, taking into account where the story ends.