These resource cards was created to provide special and general education teachers and paraeducators with easily accessible tools for working with students on the autism spectrum.
This is an authoritative and practical guide to collecting, analysing and managing data, to enable managers and companies to develop successful business strategies. Data has become a dominant factor in today's business environment. This book, written by a leading practitioner, explains the underpinning nature of data for a company's business strategy. The book begins with data collection: getting data is no big deal; getting the right data to win in the market is. It moves on to data analysis: turning data into actionable intelligence is what drives and determines competitive advantage. And, finally, managing data: how to organise your data collection and analysis to create winning strategies. This is a definitive book about one of the most important topics in today's digital and data-driven economy.
Explains how companies must pinpoint business strategies to a few critically important choices, identifying common blunders while outlining simple exercises and questions that can guide day-to-day and long-term decisions.
This is not a book about techniques. Black Belt Hall of Famer and Tier One tactical instructor, Ernest Emerson opens the doors to the previously hidden Strategies, Tactics, and Mentality of the world''s deadliest warriors, giving you the tools to upgrade your training in any system, into a truly effective program of combat ready skills. Emerson''s genius is in being able to break down human conflict (combat) into its most basic component parts and then explain them in terms that make perfect sense. Then in turn, he gives you the ability to train and supercharge those components individually so that when they are reassembled the result is an Abrams tank powered by jet engines. But, if you''re looking for a book on how to block a punch, you won''t find it here. This is about giving you the means to create a supercharged capability to take what you already know to the elite level, ready for actual combat. The difference between tier one operators and the rest of us is not that they know more techniques or possess secret skills. They know the same things as we do. They just know how to do them much better. Emerson takes you into his classroom to teach you the real secrets, the forbidden knowledge of the warrior elite, America''s Special Operations and Black Ops Units. The problem with training for real-world hand-to-hand combat skills is that almost all martial arts are over 200 years removed from actual combat and have been softened up or "sporterized" to be palatable to the general public. The difference between conventional training and combatives training is defined by two simple words; intent and intensity. Each needs the other to be maximally effective and conventional martial arts lack both. Without truly knowing if something will actually work in live combat, how can an instructor teach combat skills to someone whose life may depend on those skills? If you are ever in a situation where you''re face-to-face with pure evil, and you''re not both physically and mentally prepared for violent, deadly combat, then that is the day you will likely die. The author shows that you must be able to bring violence of action against the bad guy to such a degree that it doesn''t just counter his attack, but destroys him, for attempting to do you harm. You will learn how to evaluate your current training against the criteria of the perfect technique, to judge everything you do as to whether it will work in real combat or not, and avoid wasting your valuable time doing things that are of no value. Learning and applying principles and concepts outlined in this book will give you the confidence you need, to never again wonder "Will this really work or Can I do this? You will learn that the true mastery of fighting skills is not just based on confidence in the techniques but ultimately in the confidence you have in yourself. Some of the subjects covered in detail include; 1. The principles, strategies, and tactics of combat2. The physical, physiological, and psychological effects of combat on the human body and how to use them to your advantage3. The 3 Laws of Combat and the 6 Instinctual Triggers4. The high art of preemptive self-defense5. The importance of being able to distinguish between capability and capacity Combative fighting skills is not a martial art. It is hard, intense, painful training along with the development of the Warrior Mindset. Without that mindset and the iron will to win, you are only using half of your power. The other half is in the mind. You will learn how important it is to never neglect one for the other. Ernest Emerson has worked with members of the Naval Special Warfare Community, Navy SEALs for over 25 years. He carried a DOD top secret clearance for 15 years. He is the owner of Emerson Knives, Inc. and the Black Shamrock Combat Academy in Los Angeles California.
Negotiation is part of daily life. It is also a demanding, complicated process: a mixture of research, strategy, psychology, and gut instinct. Written in a page-turning style, The Upper Hand takes you behind the scenes with firsthand accounts and "war stories" from twenty-five Master Negotiators in business, politics, law, and diplomacy including Nobel Prize Winner, Shimon Peres, Black Entertainment Television founder, Robert Johnson, and former Secretary of State, James Baker. The Upper Hand teaches you: The top ten skills needed in high-level negotiation How to negotiate from both sides of the table When to issue ultimatums and when to concede The mistakes you should never make The Upper Hand shows you how to manage the process, out-negotiate the competition, and enhance your negotiating position in any situation. AUTHOR: Dr. Michael Benoliel is the founder of the Center for Negotiation, a consulting and training organization that specializes in conflict resolution and negotiation. Linda Cashdan is a business reporter and on-air radio broadcaster for the Voice of America.
Good Strategy/Bad Strategy clarifies the muddled thinking underlying too many strategies and provides a clear way to create and implement a powerful action-oriented strategy for the real world. Developing and implementing a strategy is the central task of a leader. A good strategy is a specific and coherent response to—and approach for—overcoming the obstacles to progress. A good strategy works by harnessing and applying power where it will have the greatest effect. Yet, Rumelt shows that there has been a growing and unfortunate tendency to equate Mom-and-apple-pie values, fluffy packages of buzzwords, motivational slogans, and financial goals with “strategy.” In Good Strategy/Bad Strategy, he debunks these elements of “bad strategy” and awakens an understanding of the power of a “good strategy.” He introduces nine sources of power—ranging from using leverage to effectively focusing on growth—that are eye-opening yet pragmatic tools that can easily be put to work on Monday morning, and uses fascinating examples from business, nonprofit, and military affairs to bring its original and pragmatic ideas to life. The detailed examples range from Apple to General Motors, from the two Iraq wars to Afghanistan, from a small local market to Wal-Mart, from Nvidia to Silicon Graphics, from the Getty Trust to the Los Angeles Unified School District, from Cisco Systems to Paccar, and from Global Crossing to the 2007–08 financial crisis. Reflecting an astonishing grasp and integration of economics, finance, technology, history, and the brilliance and foibles of the human character, Good Strategy/Bad Strategy stems from Rumelt’s decades of digging beyond the superficial to address hard questions with honesty and integrity.
Adaptive Strategies for Small-Handed Pianists brings together information from biomechanics, ergonomics, physics, anatomy, medicine, and piano pedagogy to focus on the subject of small-handedness. The first comprehensive study of its kind, the book opens with an overview of historical, anatomical, and pedagogical perspectives and redresses long-held biases concerning those who struggle at the piano because of issues with hand size. A discussion of work efficiency, the human anatomy, and the constraints of physics serves as the theoretical basis for a focused analysis of healthy movement and piano technique as they relate to small-handedness. Separate chapters deal with specific alternative approaches: redistribution, refingering, strategies to maximize reach and power, and musical solutions for technical problems. Richly illustrated with hundreds of examples from a wide range of piano repertoire, the book is an incomparable resource for piano teachers and students, written in language that is accessible to a broad audience. It balances scholastic rigor with practical experience in the field to demonstrate that the unique physical and musical needs of the small-handed can be addressed in sensitive and appropriate ways.
Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras Key FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series forecasting and smart analyticsBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This book enables you to use a broad range of supervised and unsupervised algorithms to extract signals from a wide variety of data sources and create powerful investment strategies. This book shows how to access market, fundamental, and alternative data via API or web scraping and offers a framework to evaluate alternative data. You'll practice the ML workflow from model design, loss metric definition, and parameter tuning to performance evaluation in a time series context. You will understand ML algorithms such as Bayesian and ensemble methods and manifold learning, and will know how to train and tune these models using pandas, statsmodels, sklearn, PyMC3, xgboost, lightgbm, and catboost. This book also teaches you how to extract features from text data using spaCy, classify news and assign sentiment scores, and to use gensim to model topics and learn word embeddings from financial reports. You will also build and evaluate neural networks, including RNNs and CNNs, using Keras and PyTorch to exploit unstructured data for sophisticated strategies. Finally, you will apply transfer learning to satellite images to predict economic activity and use reinforcement learning to build agents that learn to trade in the OpenAI Gym. What you will learnImplement machine learning techniques to solve investment and trading problemsLeverage market, fundamental, and alternative data to research alpha factorsDesign and fine-tune supervised, unsupervised, and reinforcement learning modelsOptimize portfolio risk and performance using pandas, NumPy, and scikit-learnIntegrate machine learning models into a live trading strategy on QuantopianEvaluate strategies using reliable backtesting methodologies for time seriesDesign and evaluate deep neural networks using Keras, PyTorch, and TensorFlowWork with reinforcement learning for trading strategies in the OpenAI GymWho this book is for Hands-On Machine Learning for Algorithmic Trading is for data analysts, data scientists, and Python developers, as well as investment analysts and portfolio managers working within the finance and investment industry. If you want to perform efficient algorithmic trading by developing smart investigating strategies using machine learning algorithms, this is the book for you. Some understanding of Python and machine learning techniques is mandatory.
Unleash powerful teaching and the science of learning in your classroom Powerful Teaching: Unleash the Science of Learning empowers educators to harness rigorous research on how students learn and unleash it in their classrooms. In this book, cognitive scientist Pooja K. Agarwal, Ph.D., and veteran K–12 teacher Patrice M. Bain, Ed.S., decipher cognitive science research and illustrate ways to successfully apply the science of learning in classrooms settings. This practical resource is filled with evidence-based strategies that are easily implemented in less than a minute—without additional prepping, grading, or funding! Research demonstrates that these powerful strategies raise student achievement by a letter grade or more; boost learning for diverse students, grade levels, and subject areas; and enhance students’ higher order learning and transfer of knowledge beyond the classroom. Drawing on a fifteen-year scientist-teacher collaboration, more than 100 years of research on learning, and rich experiences from educators in K–12 and higher education, the authors present highly accessible step-by-step guidance on how to transform teaching with four essential strategies: Retrieval practice, spacing, interleaving, and feedback-driven metacognition. With Powerful Teaching, you will: Develop a deep understanding of powerful teaching strategies based on the science of learning Gain insight from real-world examples of how evidence-based strategies are being implemented in a variety of academic settings Think critically about your current teaching practices from a research-based perspective Develop tools to share the science of learning with students and parents, ensuring success inside and outside the classroom Powerful Teaching: Unleash the Science of Learning is an indispensable resource for educators who want to take their instruction to the next level. Equipped with scientific knowledge and evidence-based tools, turn your teaching into powerful teaching and unleash student learning in your classroom.