Discover a project-based approach to mastering machine learning concepts by applying them to everyday problems using libraries such as scikit-learn, TensorFlow, and KerasKey FeaturesGet to grips with Python's machine learning libraries including scikit-learn, TensorFlow, and KerasImplement advanced concepts and popular machine learning algorithms in real-world projectsBuild analytics, computer vision, and neural network projectsBo...

“One of the most significant books in my life.” –Obie Fernandez, Author, The Rails Way“Twenty years ago, the first edition of The Pragmatic Programmer completely changed the trajectory of my career. This new edition could do the same for yours.” –Mike Cohn, Author of Succeeding with Agile , Agile Estimating and Planning , and User Stories Applied“. . . filled with practical advice, both technical and professional, that will s...

The NinjaScript Programmer's Launch Pad V8 is a tutorial designed for C#.NET programmers new to NinjaTrader 8's NinjaScript programming environment. It begins by providing the new NinjaScript programmer with a clear understanding of the underlying structure, data, key classes, and efficient programming techniques for writing NinjaScript indicators. This same foundation of knowledge is necessary for creating automation strategies in NinjaScript, although automated strategies are beyond the ...

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.You'll understand how to implement the most common scenarios in machine learning, such as computer vision, natural language processing (NLP), and sequence modeling for web, mobile, cloud, and embed...

NOTE: There is a new edition of this eBook called The NinjaScript Programmer's Launch Pad V8 that addresses NinjaTrader 8.The NinjaScript Programmer's Launch Pad is a tutorial designed for programmers new to NinjaTrader's NinjaScript programming environment. It begins by providing the new NinjaScript programmer with a clear understanding of the underlying structure, data, key classes, and efficient programming techniques for writing NinjaScript indicators. This same foundation of k...

Key FeaturesBook DescriptionUpdated and upgraded to the latest libraries and most modern thinking, Machine Learning with R, Second Edition provides you with a rigorous introduction to this essential skill of professional data science. Without shying away from technical theory, it is written to provide focused and practical knowledge to get you building algorithms and crunching your data, with minimal previous experience. With this book, you'll discover...

We are at the beginning of the era of the true adoption of digital currency. We will cycle through many bubbles over the next few years as this currency becomes understood, used, and more widely accepted. However, I see signs that lead me to believe that we are at the tipping point for digital currency, just like the onset of the Internet was in the 1990s. After telling a few friends about my success with Bitcoin, they asked to get involved and I started helping, which ultimately turned in...

Unleash the power of Python and its robust data science capabilitiesKey FeaturesUnleash the power of Python 3 objectsLearn to use powerful Python libraries for effective data processing and analysisHarness the power of Python to analyze data and create insightful predictive modelsUnlock deeper insights into machine learning with this vital guide to cutting-edge predictive analyticsBook DescriptionThe Python: Real-Wor...

A hands-on, real-world introduction to data analysis with the Python programming language, loaded with wide-ranging examples.Python is an ideal choice for accessing, manipulating, and gaining insights from data of all kinds. Python for Data Science introduces you to the Pythonic world of data analysis with a learn-by-doing approach rooted in practical examples and hands-on activities. You’ll learn how to write Python code to obtain, transform, and analyze ...

With the explosion of data, computing power, and cloud data warehouses, SQL has become an even more indispensable tool for the savvy analyst or data scientist. This practical book reveals new and hidden ways to improve your SQL skills, solve problems, and make the most of SQL as part of your workflow.You'll learn how to use both common and exotic SQL functions such as joins, window functions, subqueries, and regular expressions in new, innovative ways--as well as how to combine SQL...

Leverage the power of Python to clean, scrape, analyze, and visualize your dataAbout This BookClean, format, and explore your data using the popular Python libraries and get valuable insights from itAnalyze big data sets; create attractive visualizations; manipulate and process various data types using NumPy, SciPy, and matplotlib; and morePacked with easy-to-follow examples to develop advanced computational skills for the analys...

Uncover hidden patterns of data and respond with countermeasuresSecurity professionals need all the tools at their disposal to increase their visibility in order to prevent security breaches and attacks. This careful guide explores two of the most powerful data analysis and visualization. You'll soon understand how to harness and wield data, from collection and storage to management and analysis as well as visualization and presentation. Using a hands-on approach w...