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Real World Projects
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Download or read book Real-World Projects written by Suzie Boss and published by ASCD. This book was released on 2015-01-23 with total page 63 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, project-based learning expert Suzie Boss explains how real-world projects engage and motivate students while teaching relevant, rigorous content and skills that align with standards and put learners on the path to active citizenship. You'll learn why students need to be able to identify and solve authentic, project-worthy problems in their own communities and beyond; how to connect with real-world experts, allies, and audiences; and what practical, field-tested strategies are essential for planning, assessing, and using technology to support successful projects. Project examples are woven throughout the book to show what real-world learning looks like in action, and the resources in the Encore section will help you plan the next steps in your school or classroom.
Author :Suzie Boss Publisher :International Society for Technology in Education ISBN 13 :156484496X Total Pages :343 pages Book Rating :4.5/5 (648 download)
Book Synopsis Reinventing Project-Based Learning, 2nd Edition by : Suzie Boss
Download or read book Reinventing Project-Based Learning, 2nd Edition written by Suzie Boss and published by International Society for Technology in Education. This book was released on 2014-10-21 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lead students through powerful learning experiences with Reinventing Project-Based Learning, a guide for educators, administrators and professional development specialists who want to make the shift to a more student-driven learning model. Explore proven strategies for overcoming the limitations of the traditional classroom, including a wealth of technology tools for inquiry, collaboration and global connection to support this new vision of instructional design.
Book Synopsis Real-World Software Projects for Computer Science and Engineering Students by : Varun Gupta
Download or read book Real-World Software Projects for Computer Science and Engineering Students written by Varun Gupta and published by CRC Press. This book was released on 2021-02-24 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing projects outside of a classroom setting can be intimidating for students and is not always a seamless process. Real-World Software Projects for Computer Science and Engineering Students is a quick, easy source for tackling such issues. Filling a critical gap in the research literature, the book: Is ideal for academic project supervisors. Helps researchers conduct interdisciplinary research. Guides computer science students on undertaking and implementing research-based projects This book explains how to develop highly complex, industry-specific projects touching on real-world complexities of software developments. It shows how to develop projects for students who have not yet had the chance to gain real-world experience, providing opportunity to become familiar with the skills needed to implement projects using standard development methodologies. The book is also a great source for teachers of undergraduate students in software engineering and computer science as it can help students prepare for the risk and uncertainty that is typical of software development in industrial settings.
Book Synopsis Managing Projects in the Real World by : Melanie McBride
Download or read book Managing Projects in the Real World written by Melanie McBride and published by Apress. This book was released on 2014-02-28 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Managing Projects in the Real World provides clear and actionable advice to project managers for recognizing, anticipating, and overcoming challenges associated with the human component of leading others. The mechanics of project management are rational and straightforward to learn. The art of project management is irrational and complex to learn. Project managers need to develop a repertoire of soft skills that are typically hard for them, since they rose through the ranks to that position by virtue of superior reasoning skills. But if a project manager cannot adjudicate the clash of personalities, finesse the friction between assigned and preferred roles, steer clear of hidden hazards, and diplomatically resolve overlapping assertions of competing authority—that project manager is in a world of trouble. From the human perils of project management, nobody is better qualified to rescue beleaguered project managers than Melanie McBride—veteran PM and author of the Intel blog, The Accidental Profession. She sheds light on those dark, dusty places that fall between the cracks of theory and best practice out in the real world where irate colleagues, unrealistic product launch dates, and virtual meetings reign supreme and run amok. In this book you’ll find targeted discussions and specific techniques to empower you to meet the challenges that project managers face every day. The book is structured into project phases to help any project manager on any kind of project jump right to the tried and true solution for the challenge at hand.
Book Synopsis Real-World Software Development by : Raoul-Gabriel Urma
Download or read book Real-World Software Development written by Raoul-Gabriel Urma and published by "O'Reilly Media, Inc.". This book was released on 2019-12-02 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the latest Java-based software development techniques and methodologies through the project-based approach in this practical guide. Unlike books that use abstract examples and lots of theory, Real-World Software Development shows you how to develop several relevant projects while learning best practices along the way. With this engaging approach, junior developers capable of writing basic Java code will learn about state-of-the-art software development practices for building modern, robust and maintainable Java software. You’ll work with many different software development topics that are often excluded from software develop how-to references. Featuring real-world examples, this book teaches you techniques and methodologies for functional programming, automated testing, security, architecture, and distributed systems.
Download or read book Real-World Python written by Lee Vaughan and published by No Starch Press. This book was released on 2020-11-10 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code. You've mastered the basics. Now you're ready to explore some of Python's more powerful tools. Real-World Python will show you how. Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language processing tools. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, matplotlib, and more. You'll create complete, working programs and think through intriguing projects that show you how to: Save shipwrecked sailors with an algorithm designed to prove the existence of God Detect asteroids and comets moving against a starfield Program a sentry gun to shoot your enemies and spare your friends Select landing sites for a Mars probe using real NASA maps Send unbreakable messages based on a book code Survive a zombie outbreak using data science Discover exoplanets and alien megastructures orbiting distant stars Test the hypothesis that we're all living in a computer simulation And more! If you're tired of learning the bare essentials of Python Programming with isolated snippets of code, you'll relish the relevant and geeky fun of Real-World Python!
Book Synopsis TensorFlow Deep Learning Projects by : Alexey Grigorev
Download or read book TensorFlow Deep Learning Projects written by Alexey Grigorev and published by Packt Publishing Ltd. This book was released on 2018-03-28 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage the power of Tensorflow to design deep learning systems for a variety of real-world scenarios Key Features Build efficient deep learning pipelines using the popular Tensorflow framework Train neural networks such as ConvNets, generative models, and LSTMs Includes projects related to Computer Vision, stock prediction, chatbots and more Book Description TensorFlow is one of the most popular frameworks used for machine learning and, more recently, deep learning. It provides a fast and efficient framework for training different kinds of deep learning models, with very high accuracy. This book is your guide to master deep learning with TensorFlow with the help of 10 real-world projects. TensorFlow Deep Learning Projects starts with setting up the right TensorFlow environment for deep learning. Learn to train different types of deep learning models using TensorFlow, including Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Generative Adversarial Networks. While doing so, you will build end-to-end deep learning solutions to tackle different real-world problems in image processing, recommendation systems, stock prediction, and building chatbots, to name a few. You will also develop systems that perform machine translation, and use reinforcement learning techniques to play games. By the end of this book, you will have mastered all the concepts of deep learning and their implementation with TensorFlow, and will be able to build and train your own deep learning models with TensorFlow confidently. What you will learn Set up the TensorFlow environment for deep learning Construct your own ConvNets for effective image processing Use LSTMs for image caption generation Forecast stock prediction accurately with an LSTM architecture Learn what semantic matching is by detecting duplicate Quora questions Set up an AWS instance with TensorFlow to train GANs Train and set up a chatbot to understand and interpret human input Build an AI capable of playing a video game by itself –and win it! Who this book is for This book is for data scientists, machine learning developers as well as deep learning practitioners, who want to build interesting deep learning projects that leverage the power of Tensorflow. Some understanding of machine learning and deep learning, and familiarity with the TensorFlow framework is all you need to get started with this book.
Book Synopsis Rigorous PBL by Design by : Michael McDowell
Download or read book Rigorous PBL by Design written by Michael McDowell and published by Corwin Press. This book was released on 2017-03-01 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: By designing projects that move students from surface to deep and transfer learning through PBL, they will become confident and competent learners. Discover how to make three shifts essential to improving PBL’s overall effect: Clarity: Students should be clear on what they are expected to learn, where they are in the process, and what next steps they need to take to get there. Challenge: Help students move from surface to deep and transfer learning. Culture: Empower them to use that knowledge to make a difference in theirs and the lives of others.
Book Synopsis Real-World Natural Language Processing by : Masato Hagiwara
Download or read book Real-World Natural Language Processing written by Masato Hagiwara and published by Simon and Schuster. This book was released on 2021-12-14 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Voice assistants, automated customer service agents, and other cutting-edge human-to-computer interactions rely on accurately interpreting language as it is written and spoken. Real-world Natural Language Processing teaches you how to create practical NLP applications without getting bogged down in complex language theory and the mathematics of deep learning. In this engaging book, you''ll explore the core tools and techniques required to build a huge range of powerful NLP apps. about the technology Natural language processing is the part of AI dedicated to understanding and generating human text and speech. NLP covers a wide range of algorithms and tasks, from classic functions such as spell checkers, machine translation, and search engines to emerging innovations like chatbots, voice assistants, and automatic text summarization. Wherever there is text, NLP can be useful for extracting meaning and bridging the gap between humans and machines. about the book Real-world Natural Language Processing teaches you how to create practical NLP applications using Python and open source NLP libraries such as AllenNLP and Fairseq. In this practical guide, you''ll begin by creating a complete sentiment analyzer, then dive deep into each component to unlock the building blocks you''ll use in all different kinds of NLP programs. By the time you''re done, you''ll have the skills to create named entity taggers, machine translation systems, spelling correctors, and language generation systems. what''s inside Design, develop, and deploy basic NLP applications NLP libraries such as AllenNLP and Fairseq Advanced NLP concepts such as attention and transfer learning about the reader Aimed at intermediate Python programmers. No mathematical or machine learning knowledge required. about the author Masato Hagiwara received his computer science PhD from Nagoya University in 2009, focusing on Natural Language Processing and machine learning. He has interned at Google and Microsoft Research, and worked at Baidu Japan, Duolingo, and Rakuten Institute of Technology. He now runs his own consultancy business advising clients, including startups and research institutions.
Download or read book Real World OCaml written by Yaron Minsky and published by "O'Reilly Media, Inc.". This book was released on 2013-11-04 with total page 739 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fast-moving tutorial introduces you to OCaml, an industrial-strength programming language designed for expressiveness, safety, and speed. Through the book’s many examples, you’ll quickly learn how OCaml stands out as a tool for writing fast, succinct, and readable systems code. Real World OCaml takes you through the concepts of the language at a brisk pace, and then helps you explore the tools and techniques that make OCaml an effective and practical tool. In the book’s third section, you’ll delve deep into the details of the compiler toolchain and OCaml’s simple and efficient runtime system. Learn the foundations of the language, such as higher-order functions, algebraic data types, and modules Explore advanced features such as functors, first-class modules, and objects Leverage Core, a comprehensive general-purpose standard library for OCaml Design effective and reusable libraries, making the most of OCaml’s approach to abstraction and modularity Tackle practical programming problems from command-line parsing to asynchronous network programming Examine profiling and interactive debugging techniques with tools such as GNU gdb
Book Synopsis Your Project Management Coach by : Bonnie Biafore
Download or read book Your Project Management Coach written by Bonnie Biafore and published by John Wiley & Sons. This book was released on 2012-02-07 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: A pragmatic approach to project management Many projects fail to deliver on time or on budget, or even to deliver a workable product that satisfies the customer. While good project management goes a long way towards ensuring success, managers often fail to follow the plans they implement. This unique guide helps you understand and successfully handle project management, once and for all. Covering practical ways to solve problems you'll typically face when managing actual projects, this pragmatic book takes you through a full project management lifecycle. You'll find ample tips, tricks, and best practices--all richly illustrated with real case studies. Find out how to plan for risk, get wayward projects back on track, manage a whole portfolio of projects, and much more. Each topic in the book is mapped to the exam topics of the PMP® Certification Exam, so PMP certification candidates can also use this book for test prep. The book's companion web site offers downloadable forms, templates, and checklists. Explains project management for the real world using a pragmatic approach that includes field-tested techniques, case studies to illustrate concepts, helpful tips and tricks, and downloadable content Guides you to project management success by providing friendly advice, as if you had a friend or project management consultant at your side, discussing issues Explores how to run successful meetings, how to get wayward projects back on track, planning for risk, and how to manage multiple projects Manage your next project with a personal consultant: your own copy of Your Project Management Coach: Best Practices for Managing Projects in the Real World. (PMP is a registered marks of the Project Management Institute, Inc.)
Book Synopsis Applied Pedagogies for Higher Education by : Dawn A. Morley
Download or read book Applied Pedagogies for Higher Education written by Dawn A. Morley and published by Springer Nature. This book was released on 2020-11-05 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book critiques real world learning across both the curriculum and extracurricular activities. Drawing on disciplines as diverse as business, health, fashion, sociology and geography, the editors and authors employ a cross-disciplinary approach to examine how this concept is being applied in higher education. Divided into three parts, the authors and contributors analyse broader applications of real world learning, student experience of practicing in a real world setting, and how learning strategies can be employed to engage students in real world learning. The editors and contributors provide up-to-date, cross-disciplinary and international insights into how real world learning could be integrated into the higher education curriculum to support effective, relevant and life-long learning for 21st century students.
Book Synopsis EXtreme Programming in Action by : Martin Lippert
Download or read book EXtreme Programming in Action written by Martin Lippert and published by John Wiley & Sons. This book was released on 2002-12-13 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Real-life experience of eXtreme Programming from XP programmers. eXtreme Programming (XP) is a hot new development methodology for building software systems quickly without sacrificing quality. Authors Lippert, Wolf and Rook have three years' experience of working on professional XP projects. The projects range from application via prototype to framework development and cover project sizes from one person month to more than 400 person months. Until now XP has been described in outline by those promoting its advantages, this book provides objective examples of how it can be used in practice. * An objective assessment of XP, grounded in real world experience, and not written by those championing this method * Invaluable combination of theory and practice * Covers advanced topics such as project organization, team roles and integrating legacy systems
Download or read book Real-World Projects written by Suzie Boss and published by ASCD. This book was released on 2015-01-23 with total page 63 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, project-based learning expert Suzie Boss explains how real-world projects engage and motivate students while teaching relevant, rigorous content and skills that align with standards and put learners on the path to active citizenship. You'll learn why students need to be able to identify and solve authentic, project-worthy problems in their own communities and beyond; how to connect with real-world experts, allies, and audiences; and what practical, field-tested strategies are essential for planning, assessing, and using technology to support successful projects. Project examples are woven throughout the book to show what real-world learning looks like in action, and the resources in the Encore section will help you plan the next steps in your school or classroom.
Book Synopsis Educating Managers through Real World Projects by : Charles Wankel
Download or read book Educating Managers through Real World Projects written by Charles Wankel and published by IAP. This book was released on 2005-08-01 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovative learning projects in management education and development are discussed in the frame of cutting-edge theory and salient practice. Learning projects are defined as educationally directed activities involving out-of-classroom action settings complemented by student and/or instructor directed reflection on the links between theory and practice. Chapters are grounded in relevant theory, empirical research and examples of best practice for a wide variety of real world management education projects. Contexts include both university and corporate-based management education and development. Topics span action learning, exper-iential learning, student consulting projects, service learning, reflective practice, internships as learning vehicles, and web-based learning through projects. Extensive opportunities are being recognized for more tightly and productively integrating the normal work of managers with their education.
Book Synopsis Data Science Bookcamp by : Leonard Apeltsin
Download or read book Data Science Bookcamp written by Leonard Apeltsin and published by Simon and Schuster. This book was released on 2021-12-07 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn data science with Python by building five real-world projects! Experiment with card game predictions, tracking disease outbreaks, and more, as you build a flexible and intuitive understanding of data science. In Data Science Bookcamp you will learn: - Techniques for computing and plotting probabilities - Statistical analysis using Scipy - How to organize datasets with clustering algorithms - How to visualize complex multi-variable datasets - How to train a decision tree machine learning algorithm In Data Science Bookcamp you’ll test and build your knowledge of Python with the kind of open-ended problems that professional data scientists work on every day. Downloadable data sets and thoroughly-explained solutions help you lock in what you’ve learned, building your confidence and making you ready for an exciting new data science career. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology A data science project has a lot of moving parts, and it takes practice and skill to get all the code, algorithms, datasets, formats, and visualizations working together harmoniously. This unique book guides you through five realistic projects, including tracking disease outbreaks from news headlines, analyzing social networks, and finding relevant patterns in ad click data. About the book Data Science Bookcamp doesn’t stop with surface-level theory and toy examples. As you work through each project, you’ll learn how to troubleshoot common problems like missing data, messy data, and algorithms that don’t quite fit the model you’re building. You’ll appreciate the detailed setup instructions and the fully explained solutions that highlight common failure points. In the end, you’ll be confident in your skills because you can see the results. What's inside - Web scraping - Organize datasets with clustering algorithms - Visualize complex multi-variable datasets - Train a decision tree machine learning algorithm About the reader For readers who know the basics of Python. No prior data science or machine learning skills required. About the author Leonard Apeltsin is the Head of Data Science at Anomaly, where his team applies advanced analytics to uncover healthcare fraud, waste, and abuse. Table of Contents CASE STUDY 1 FINDING THE WINNING STRATEGY IN A CARD GAME 1 Computing probabilities using Python 2 Plotting probabilities using Matplotlib 3 Running random simulations in NumPy 4 Case study 1 solution CASE STUDY 2 ASSESSING ONLINE AD CLICKS FOR SIGNIFICANCE 5 Basic probability and statistical analysis using SciPy 6 Making predictions using the central limit theorem and SciPy 7 Statistical hypothesis testing 8 Analyzing tables using Pandas 9 Case study 2 solution CASE STUDY 3 TRACKING DISEASE OUTBREAKS USING NEWS HEADLINES 10 Clustering data into groups 11 Geographic location visualization and analysis 12 Case study 3 solution CASE STUDY 4 USING ONLINE JOB POSTINGS TO IMPROVE YOUR DATA SCIENCE RESUME 13 Measuring text similarities 14 Dimension reduction of matrix data 15 NLP analysis of large text datasets 16 Extracting text from web pages 17 Case study 4 solution CASE STUDY 5 PREDICTING FUTURE FRIENDSHIPS FROM SOCIAL NETWORK DATA 18 An introduction to graph theory and network analysis 19 Dynamic graph theory techniques for node ranking and social network analysis 20 Network-driven supervised machine learning 21 Training linear classifiers with logistic regression 22 Training nonlinear classifiers with decision tree techniques 23 Case study 5 solution
Book Synopsis Python Real-World Projects by : Steven F. Lott
Download or read book Python Real-World Projects written by Steven F. Lott and published by Packt Publishing Ltd. This book was released on 2023-09-15 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop Python applications using an enterprise-based approach with unit and acceptance tests by following agile methods to create a minimum viable product (MVP) and iteratively add features Key Features Master Python and related technologies by working on 12 hands-on projects Accelerate your career by building a personal project portfolio Explore data acquisition, preparation, and analysis applications Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIn today's competitive job market, a project portfolio often outshines a traditional resume. Python Real-World Projects empowers you to get to grips with crucial Python concepts while building complete modules and applications. With two dozen meticulously designed projects to explore, this book will help you showcase your Python mastery and refine your skills. Tailored for beginners with a foundational understanding of class definitions, module creation, and Python's inherent data structures, this book is your gateway to programming excellence. You’ll learn how to harness the potential of the standard library and key external projects like JupyterLab, Pydantic, pytest, and requests. You’ll also gain experience with enterprise-oriented methodologies, including unit and acceptance testing, and an agile development approach. Additionally, you’ll dive into the software development lifecycle, starting with a minimum viable product and seamlessly expanding it to add innovative features. By the end of this book, you’ll be armed with a myriad of practical Python projects and all set to accelerate your career as a Python programmer.What you will learn Explore core deliverables for an application including documentation and test cases Discover approaches to data acquisition such as file processing, RESTful APIs, and SQL queries Create a data inspection notebook to establish properties of source data Write applications to validate, clean, convert, and normalize source data Use foundational graphical analysis techniques to visualize data Build basic univariate and multivariate statistical analysis tools Create reports from raw data using JupyterLab publication tools Who this book is forThis book is for beginner-to-intermediate level Python programmers looking to enhance their resume by adding a portfolio of 12 practical projects. A basic understanding of the Python language and its aligned technologies is a must. The book helps you polish your Python skills and project-building prowess without delving into basic Python fundamentals.
