"Examines the new emphasis on text-dependent questions, rigor, and text complexity, and what it means to be literate in the 21st century"--P. [4] of cover.

"Nonfiction intrudes into our world and purports to tell the truth. To evaluate that truth, we need students to be sophisticated, skillful, and savvy readers. And that's why Kylene and Bob wrote Reading Nonfiction, a book that presents: 3 big questions that develop the stance needed for attentive reading; 5 signposts that help readers analyze and evaluate the author's craft; and 7 strategies that develop relevance and fix up confusions"--Back cover.

Farah feels alone, even when surrounded by her classmates. She listens and nods but doesn’t speak. It’s hard being the new kid in school, especially when you’re from another country and don’t know the language. Then, on a field trip to an apple orchard, Farah discovers there are lots of things that sound the same as they did at home, from dogs crunching their food to the ripple of friendly laughter. As she helps the class make apple cider, Farah connects with the other students and begins to feel that she belongs. Ted Lewin’s gorgeous sun-drenched paintings and Eve Bunting’s sensitive text immediately put the reader into another child’s shoes in this timely story of a young Muslim immigrant.

"The essential element in rigor is engagement. If students are to read rigorously they must be committed to understanding some intriguing character, to solving some problem, to figuring out what a writer believes and how those thoughts compare with their own. The literary signposts in Notice and Note encourage this rigor. Now in the Notice and Note Literature Log, we share our signposts with students." -Kylene Beers and Robert E. Probst Notice and Note transformed how teachers help students read and analyze complex texts. Now a new Notice and Note Literature Log offers students practice finding the signposts-with over-the-shoulder coaching from Kylene and Bob. The first section of this interactive notebook offers students passages from popular novels in which they can practice-as a class or on their own-finding the Notice and Note signposts. Each practice passage is followed with comments from Bob and Kylene that explain to students what they read. These passages are perfect for minilessons the teacher might want to use to reinforce or reteach signpost lessons. In the second section, students log the books they are reading. In the final section, students have space to track their thinking and take notes on what they notice as they read novels for class or on their own. The Notice and Note Literature Log is more than a place where students can "note what they notice." Through its regular coaching commentary, this literature log offers students an opportunity, during independent reading, to read and learn with two master educators at their side. Save when you purchase the Literature Log in a 5-Pack. Learn more at Heinemann.com

Kylene and Bob have designed these bookmarks to be at-hand guides as students closely read literary or nonfiction texts. One side contains the 6 signposts for literary texts from Notice & Note. The other side displays the 5 signposts for nonfiction texts from Reading Nonfiction. With each signpost is helpful advice on when to STOP in a text and what questions readers can ask themselves when they spot a signpost. Available in 30-count classroom packs, these durable bookmarks are printed on tough card stock to stand up to the rigors of school life.

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

FOLLOW-UP TO THE PHENOMENAL INTERNATIONAL BESTSELLER INCLUDING LETTERS FROM: Jane Austen, Richard Burton, Helen Keller, Alan Turing, Albus Dumbledore, Eleanor Roosevelt, Henry James, Sylvia Plath, John Lennon, Gerald Durrell, Janis Joplin, Mozart, Janis Joplin, Hunter S. Thompson, C. G. Jung, Katherine Mansfield, Marge Simpson, David Bowie, Dorothy Parker, Buckminster Fuller, Beatrix Potter, Che Guevara, Evelyn Waugh, Charlotte Bront� and many more. Discover Richard Burton's farewell note to Elizabeth Taylor, Helen Keller's letter to The New York Symphony Orchestra about 'hearing' their concert through her fingers, the final missives from a doomed Japan Airlines flight in 1985, David Bowie's response to his first piece of fan mail from America and even Albus Dumbledore writing to a reader applying for the position of Defence Against the Dark Arts Professor at Hogwarts. More Letters of Note is another rich and inspiring collection, which reminds us that much of what matters in our lives finds its way into our letters.