Find out what's going on any day of the year, anywhere across the globe! The world’s date book since 1957, Chase's is the definitive, authoritative, day-by-day resource of what the world is celebrating and commemorating. From national days to celebrity birthdays, from historical anniversaries to astronomical phenomena, from award ceremonies and sporting events to religious festivals and carnivals, Chase's is the must-have reference used by experts and professionals—a one-stop shop with 12,500 entries for everything that is happening now or is worth remembering from the past. Completely updated for 2021, Chase's also features extensive appendices as well as a companion website that puts the power of Chase's at the user's fingertips. 2021 is packed with special events and observances, including National days and public holidays of every nation on Earth The 400th anniversary of the Plymouth pilgrim Thanksgiving The 200th independence anniversary from Spain of its Central and South American colonies. The 100th anniversary of the Tulsa Race Massacre Scores of new special days, weeks and months Birthdays of new world leaders, office holders, and breakout stars And much more! All from the reference book that Publishers Weekly calls "one of the most impressive reference volumes in the world."

Do You want To Organize Your Time? ✓ This Calendar Will Make Your Life Very organized And Happy! This is 2021 Giant Pandas calendar with Official Holidays, Very Beautiful calendar gift for baby Panda's lovers and making Successful achievements This year. ✓This calendar are the perfect gift for any occasion: Christmas Gifts Halloween Gifts Veterans Day Gifts Thanksgiving Gifts Birthday Gifts Mother's Day Gifts Mindful Gifts new year wishes... Fill your upcoming Year with 18 months of Awesome Calendar all year round. ✓Features and details 18 Monthes JAN 2021 to JUN 2022 "8.5x8.5" Inch 18 Awesome Full Color photography Cute Glossy Cover Official Holidays ✓Fill your Years with success ! Everyone need to have this Calendar since the first of the year.Give it to yourself, friends, family and co-worker and have a great year together! For more Beautiful Calendars and Planners click on Author name to check it out...

This book focuses on three core knowledge requirements for effective and thorough data analysis for solving business problems. These are a foundational understanding of: 1. statistical, econometric, and machine learning techniques; 2. data handling capabilities; 3. at least one programming language. Practical in orientation, the volume offers illustrative case studies throughout and examples using Python in the context of Jupyter notebooks. Covered topics include demand measurement and forecasting, predictive modeling, pricing analytics, customer satisfaction assessment, market and advertising research, and new product development and research. This volume will be useful to business data analysts, data scientists, and market research professionals, as well as aspiring practitioners in business data analytics. It can also be used in colleges and universities offering courses and certifications in business data analytics, data science, and market research.

Find out what's going on any day of the year, anywhere across the globe! The world’s date book since 1957, Chase's is the definitive, authoritative, day-by-day resource of what the world is celebrating. From national days to celebrity birthdays, from historical milestones to astronomical phenomena, from award ceremonies and sporting events to religious festivals and carnivals, Chase's is the must-have reference used by experts and professionals—a one-stop shop with 12,500 entries for everything that is happening now or is worth remembering from the past. Completely updated for 2022, Chase's also features extensive appendices as well as a companion website that puts the power of Chase's at the user's fingertips. 2022 is packed with special events and observances, including National days and public holidays of every nation on Earth Scores of new special days, weeks and months Birthdays of new world leaders, lauded authors, and breakout celebrities Info on key anniversaries, such as the 200th birth anniversaryof Harriet Tubman, the 100th anniversary of the first insulin treatment, the 100th anniversary of the discovery of King Tut's tomb, the 75th anniversary of Jackie Robinson breaking the color line, and the 150th anniversary of Yellowstone. And much more! All from the reference book that Publishers Weekly calls "one of the most impressive reference volumes in the world."

Official Panda Calendar 2021 with Holidays Dates. ★ This Is Perfect Calendar gift for any occasion: Christmas Gifts Halloween Gifts Veterans Day Gifts Thanksgiving Gifts Birthday Gifts Mother's Day Gifts Mindful Gifts new year wishes... Fill your upcoming Year with 18 months of Awesome Calendar all year round. ★ Features and details: 12 Monthes JAN 2021 to JUN 2022 "8.5x8.5" Inch Cute Glossy Cover Official Holidays ★Fill your Years with success ! Everyone need to have this Calendar since the first of the year. Give it to yourself, friends, family and co-worker and have a great year together! For more Beautiful Calendars and Planners click on Author name to check it out...

Perform time series analysis and forecasting confidently with this Python code bank and reference manual Key Features • Explore forecasting and anomaly detection techniques using statistical, machine learning, and deep learning algorithms • Learn different techniques for evaluating, diagnosing, and optimizing your models • Work with a variety of complex data with trends, multiple seasonal patterns, and irregularities Book Description Time series data is everywhere, available at a high frequency and volume. It is complex and can contain noise, irregularities, and multiple patterns, making it crucial to be well-versed with the techniques covered in this book for data preparation, analysis, and forecasting. This book covers practical techniques for working with time series data, starting with ingesting time series data from various sources and formats, whether in private cloud storage, relational databases, non-relational databases, or specialized time series databases such as InfluxDB. Next, you'll learn strategies for handling missing data, dealing with time zones and custom business days, and detecting anomalies using intuitive statistical methods, followed by more advanced unsupervised ML models. The book will also explore forecasting using classical statistical models such as Holt-Winters, SARIMA, and VAR. The recipes will present practical techniques for handling non-stationary data, using power transforms, ACF and PACF plots, and decomposing time series data with multiple seasonal patterns. Later, you'll work with ML and DL models using TensorFlow and PyTorch. Finally, you'll learn how to evaluate, compare, optimize models, and more using the recipes covered in the book. What you will learn • Understand what makes time series data different from other data • Apply various imputation and interpolation strategies for missing data • Implement different models for univariate and multivariate time series • Use different deep learning libraries such as TensorFlow, Keras, and PyTorch • Plot interactive time series visualizations using hvPlot • Explore state-space models and the unobserved components model (UCM) • Detect anomalies using statistical and machine learning methods • Forecast complex time series with multiple seasonal patterns Who this book is for This book is for data analysts, business analysts, data scientists, data engineers, or Python developers who want practical Python recipes for time series analysis and forecasting techniques. Fundamental knowledge of Python programming is required. Although having a basic math and statistics background will be beneficial, it is not necessary. Prior experience working with time series data to solve business problems will also help you to better utilize and apply the different recipes in this book.