✔️ PHOTO MONTHLY CALENDAR. From September 2020 to December 2021 with U.S./UK/ Canadian/Christian/Jewish/Muslim holidays listed in the calendar. ✔️ CALENDAR IN REVIEW FOR 2020, 2021 and 2022. ✔️ BEAUTIFUL PHOTOS FOR EACH MONTH OF THE CALENDAR. ✔️ STURDY AND STYLISH - Take charge of your schedule with trendy style. High quality soft covers - 8.5 x 8.5 inches calendar. ✔️ EASY TO CONVERT INTO A WALL CALENDAR. Do you want a wall calendar? Just punch a hole in the top of the photo page. Now you have a beautiful photo calendar turned into a wall calendar.

The clock is relentlessly ticking! Our world teeters on a knife-edge between a peaceful and prosperous future for all, and a dark winter of death and destruction that threatens to smother the light of civilization. Within 30 years, in the 2030 decade, six powerful 'drivers' will converge with unprecedented force in a statistical spike that could tear humanity apart and plunge the world into a new Dark Age. Depleted fuel supplies, massive population growth, poverty, global climate change, famine, growing water shortages and international lawlessness are on a crash course with potentially catastrophic consequences. In the face of both doomsaying and denial over the state of our world, Colin Mason cuts through the rhetoric and reams of conflicting data to muster the evidence to illustrate a broad picture of the world as it is, and our possible futures. Ultimately his message is clear; we must act decisively, collectively and immediately to alter the trajectory of humanity away from catastrophe. Offering over 100 priorities for immediate action, The 2030 Spike serves as a guidebook for humanity through the treacherous minefields and wastelands ahead to a bright, peaceful and prosperous future in which all humans have the opportunity to thrive and build a better civilization. This book is powerful and essential reading for all people concerned with the future of humanity and planet earth.

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

After a disappointing 2019, growth prospects in developing Asia have worsened under the impact of the current health crisis. Signs of incipient recovery near the turn of this year were quickly overthrown as COVID-19 broke out in January 2020 in the region’s largest economy and subsequently expanded into a global pandemic. Disruption to regional and global supply chains, trade, and tourism, and the continued spread of the outbreak, leave the region reeling under massive economic shocks and financial turmoil. Across Asia, the authorities are responding with policies to contain the outbreak, facilitate medical interventions, and support vulnerable businesses and households. Assuming that the outbreak is contained this year, growth is expected to recover in 2021. Especially to face down fundamental threats such as the current medical emergency, innovation is critical to growth and development. As some economies in developing Asia challenge the innovation frontier, many others lag. More and better innovation is needed in the region to sustain growth that is more inclusive and environmentally sustainable. Five key drivers of innovation are sound education, productive entrepreneurship, high-quality institutions, efficient financial systems, and dynamic cities that excite knowledge exchange. The journey to creating an innovative society takes long-term commitment and hard work.

Modern Lopi: One contains patterns tailored to today's lifestyle, celebrating bold, creative palettes. Lars Rains draws inspiration from twentieth-century music, Icelandic mythology, mathematical concepts and drunken bar crawls to craft an innovative collection that explores new and exciting possibilities for this traditional yarn. Modern Lopi: One features designs created from a variety of yarn weights and a kaleidoscope of gorgeous, brilliant hues. With options ranging from bulky to lace and reflecting different skill levels, there's something warm, colorful and cozy for every knitter to be found within these pages

This report indicates that climate change will significantly affect the availability and trade of fish products, especially for those countries most dependent on the sector, and calls for effective adaptation and mitigation actions encompassing food production.