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Every organisation needs to do something with data to remain competitive. You can hire the most technically competent team, pay for all the top technology, build the most sophisticated algorithms, and yet still fail to see value from data. This book introduces the leadership keys to enable you to meet your strategic objectives.
Cracking the Data Science Interview is the first book that attempts to capture the essence of data science in a concise, compact, and clean manner. In a Cracking the Coding Interview style, Cracking the Data Science Interview first introduces the relevant concepts, then presents a series of interview questions to help you solidify your understanding and prepare you for your next interview. Topics include: - Necessary Prerequisites (statistics, probability, linear algebra, and computer science) - 18 Big Ideas in Data Science (such as Occam's Razor, Overfitting, Bias/Variance Tradeoff, Cloud Computing, and Curse of Dimensionality) - Data Wrangling (exploratory data analysis, feature engineering, data cleaning and visualization) - Machine Learning Models (such as k-NN, random forests, boosting, neural networks, k-means clustering, PCA, and more) - Reinforcement Learning (Q-Learning and Deep Q-Learning) - Non-Machine Learning Tools (graph theory, ARIMA, linear programming) - Case Studies (a look at what data science means at companies like Amazon and Uber) Maverick holds a bachelor's degree from the College of Engineering at Cornell University in operations research and information engineering (ORIE) and a minor in computer science. He is the author of the popular Data Science Cheatsheet and Data Engineering Cheatsheet on GCP and has previous experience in data science consulting for a Fortune 500 company focusing on fraud analytics.
Everything you need to know about the most important trend in the history of the world Within most people's lifetimes, the developments in the biotechnology sector will allow us to live increasingly long and healthy lives, as well as provide us with technological innovations that will transform the way we live. But these innovations offer more than just hope for a better life, but hope for better returns too. Financial returns of incredible magnitude await savvy investors and businesspeople who can see the massive changes on the horizon. This book details these fast-moving trends and innovations and offers extensive advice on how to profit from them in business and investing.
Now in the 5th edition, Cracking the Coding Interview gives you the interview preparation you need to get the top software developer jobs. This book provides: 150 Programming Interview Questions and Solutions: From binary trees to binary search, this list of 150 questions includes the most common and most useful questions in data structures, algorithms, and knowledge based questions. 5 Algorithm Approaches: Stop being blind-sided by tough algorithm questions, and learn these five approaches to tackle the trickiest problems. Behind the Scenes of the interview processes at Google, Amazon, Microsoft, Facebook, Yahoo, and Apple: Learn what really goes on during your interview day and how decisions get made. Ten Mistakes Candidates Make -- And How to Avoid Them: Don't lose your dream job by making these common mistakes. Learn what many candidates do wrong, and how to avoid these issues. Steps to Prepare for Behavioral and Technical Questions: Stop meandering through an endless set of questions, while missing some of the most important preparation techniques. Follow these steps to more thoroughly prepare in less time.
A detailed history and analysis of the actual statutes behind the Internal Revenue Code revealing the surprisingly limited reach of the American income tax.
How often have you chased the Code to Success? If you are like most people, you have tried Cracking the Code to Success before. From observation, you may also have noted that there is no specific roadmap that guarantees success. We are all endowed with different personalities and come from any number of different backgrounds, so we approach different tasks in our own individual ways. Everyone has experienced some measure of success in life. To move up to a higher level, whether it is for recognition, financial reasons, or some other definition of success that you choose, there are many qualities of successful people by which you can be guided. While we often hate to ask for help, mentoring is one of the key ingredients to help you crack the code to success much faster than you could on your own. The Celebrity Experts in this book are happy to mentor you with their expertise based on their proven experiences and core principles. They have "been there and done that." Mentors will help you avoid the ruts and potholes and save you "oceans of time" while you are trying to get onto the highway of success. In addition to mentoring, you will need specific knowledge, clarity of goals, perseverance and passion to get you past the "no's" and naysayers, as well as an action plan and a willingness to help others along the way. To Your Success! Achievement seems to be connected with action. Successful men and women keep moving. They make mistakes, but they don't quit. Conrad Hilton
