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"PredictionX: Omens, Oracles & Prophecies"
"Humans have always sought to know their own future, be it the destiny of an empire or an individual's fate. Across cultures and history, we find people trying to find their place in the Universe by attempting to gaze into the future. Join us for this one-week, immersive learning experience as we explore “pre-scientific” prediction systems ranging from ancient Chinese bone burning to the Oracle of Delphi to modern astrology and tarot, with practitioners and Harvard faculty leading the journey. We will examine the details of over a dozen prediction systems as well as theoretical frameworks connecting them. This module is a part of PredictionX, which examines our efforts to predict the future over all of recorded history. PredictionX courses will cover topics from omens and oracles in ancient civilizations, which this course discusses, to the evolution of the general approach to science most take today (which includes the course John Snow and the Cholera Outbreak of 1854) as well as modern computer simulations and the role they play in predicting our futures today."
Price: 25.00

"Designing and Leading Learning Systems"
"Pursuing goals for ambitious teaching and learning requires that students, teachers, and educational leaders learn to work together in new ways. This course engages learners in exploring four leading logics of educational innovation: strategies and approaches to producing and using knowledge to improve educational practice and outcomes at scale, across many classrooms, schools, and systems. These logics include: Shell enterprises Diffusion enterprises Incubation enterprises Evolutionary enterprises Each of these logics has been used successfully in different types of classrooms, schools, and systems, though each also features traps and pitfalls that complicate universal usage. To understand both their potential and their pitfalls, learners will apply these logics in analyzing exemplary cases of large-scale, practice-focused educational innovation in the US and abroad. With deeper understandings of these logics, learners will be able to be strategic in designing and managing local innovation. They will also be able to identify external programs and projects that can serve as effective partners in innovation and improvement. This course is part of the Leading Educational Innovation and Improvement MicroMasters Program offered by MichiganX."
Price: 199.00

"Leaders in Global Development"
"This course is part of the Leadership in Global Development MicroMasters program. In order to get the most out of this course, we recommend that you have experience working in the development sector or a strong interest in this area. We also recommend that you complete the other three courses that make up the Leadership in Global Development MicroMasters program: The Science and Practice of Sustainable Development, Adaptive Leadership in Development, and Critical Development Perspectives. Are you working in the development sector and looking to take the next step in your career and take on a leadership role? This business and management course is an introduction to key leadership theories and concepts that you will need to be an effective leader and manager. You will learn how leadership is different from management. You will learn practical skills needed to build a shared vision, and lead across boundaries. You will learn to recognise your own leadership style, and the leadership styles of others. You will learn the different types of power, and tools for gaining legitimacy in your development work. Upon course completion, you will be prepared to take on leadership roles in development and work effectively across geographical, cultural, organizational and disciplinary boundaries. You will also develop a personalized leadership plan throughout the course, which will help you continue your leadership journey after you complete the MOOC."
Price: 375.00

"Philosophy of Science for Engineers and Scientists"
"Science impacts our lives every day. Whether it's seeing the effects of a new dieting method, a drive in an electric car, or reading the weather forecast, science is behind it all. As a student in engineering, or in the STEM area, it's crucial to understand what science is and how to utilize its methods. But what is good science? How is scientific research carried out in the best way? And what is the best way to communicate your findings? In this course you will develop skills to identify, criticize and justify scientific methods.You willgain a basic understanding of the methodological and underlying philosophical questions and issues that arise in science.You will learn how to explain and justify scientists' choices between various research methods, and how tointerpret research results."
Price: 45.00

"The Science and Practice of Sustainable Development"
"This course is part of the Leadership in Global Development MicroMasters program. In order to get the most out of this course, we recommend that you have experience working in the development sector or a strong interest in this area. We also recommend that you complete the other three courses that make up the Leadership in Global Development MicroMasters program: Leaders in Global Development, Adaptive Leadership in Development, and Critical Development Perspectives. This course introduces the origin and key concepts of sustainability and how to apply those to sustainable development practice. Sustainable development will be explored through theories and case studies from a range of disciplines, and a particular focus will be on how the Sustainable Development Goals (SDG) interrelate in practice. You also will learn about planetary boundaries, urbanisation and growing inequality, to show how integral sustainable development is to our everyday existence. This course will attempt to provide key content knowledge to bridge the science and the practice of the application and enhancement of sustainable development. The course draws on contemporary examples to address the world's most urgent challenges, with emphasis on the linkages between science and policy."
Price: 375.00

"Adaptive Leadership in Development"
"This course is part of the Leadership in Global Development MicroMasters program. In order to get the most out of this course, we recommend that you have experience working in the development sector or a strong interest in this area. We also recommend that you complete the other three courses that make up the Leadership in Global Development MicroMasters program: Leaders in Global Development, The Science and Practice of Sustainable Development and Critical Development Perspectives."
Price: 375.00

"Critical Development Perspectives"
"This course is part of the Leadership in Global Development MicroMasters program. In order to get the most out of this course, we recommend that you have experience working in the development sector or a strong interest in this area. We also recommend that you complete the other three courses that make up the Leadership in Global Development MicroMasters program: Leaders in Global Development, The Science and Practice of Sustainable Development, and Adaptive Leadership in Development. There is a vast array of different arguments about what development is and how development can be achieved. A leader in development must be able to understand, appreciate, evaluate and broker between differing and sometimes conflicting perspectives and ideas. In this course you will develop skills in critical thinking and analysis, while being introduced to some of the contemporary debates and current challenges facing development practice. The wide variety of topics covered will also give you a sense of the diversity of issues that development encapsulates. Learners are encouraged to reflect on their own ideas and practice, and share their perspectives with other learners and the course team. Each module in the course focuses on a contemporary topic in the development field. Within each module you will engage with key readings that argue different perspectives on the same topic. Interviews with the author complement these readings. Some of the authors we interview include Philip McMichael (Cornell University), Doug Porter (Coral Bell School of Asia Pacific Affairs, Australian National University), Blessings Chinsinga (The University of Malawi), Naila Kabeer (London School of Economics and Political Science), and Rachel Glennerster, (The Abdul Latif Jameel Poverty Action Lab, MIT)."
Price: 375.00

"Digital Biomaterials"
"Learn from a dynamic team of 25 dental practitioners and researchers across 10 dental specialties from around the world led by HKU’s Professor Jukka P. Matinlinna and Dr James K.H. Tsoi. In this 4-Week-4-Module course, Digital Biomaterials, you will not only learn the special properties of novel biomaterials in oral health care, but you will be introduced to the crucial and dramatic roles of digital dentistry in contemporary oral health care. New technology development and breakthroughs in biomaterials research have transformed oral health care. The discoveries of the special properties of biomaterials such as titanium, zirconia and various polymeric composite materials have led to the rapid development of more versatile, durable and safe materials, offering oral health care that meet patients’ treatment needs and aesthetic restorative results. In recent years, advancement in digital dentistry such as CAD/CAM technology in crown fabrication, 3D printing, artificial intelligence, stereophotogrammetry and digital orthodontics have greatly impacted many aspects of oral health care, in particular, oral and maxillofacial surgery, implant dentistry and regenerative medicine. Oral biomaterials research today is an exciting and intensive multidisciplinary area that encompasses contributions from a wide range of fields from clinical dentistry to biology, chemistry, physics, material science, and engineering. We cordially invite those of you who wish to make a difference in tomorrow’s dental materials and oral health development to join us in the exciting journey in Digital Biomaterials."
Price: 149.00

"Nutrition and Health: Human Microbiome"
"Your body is not only made up of human cells, but also by trillions of bacteria, fungi and viruses. Together they make up the human microbiome and have a tremendous impact on your health. For example, what you eat and drink impacts the gut microbes of the human gut microbiome. In this course, you will learn how the human microbiome plays an important role in maintaining normal gut function, digesting certain nutrients, early life development, behavior and disorders like irritable bowel syndrome (IBS), obesity and diabetes. You will learn how to distinguish fact from fiction about the role of the gut microbiota in health and disease. Today, important research topics focused on nutrition, health and ageing lay within the study of microbiota composition, function and applicability. This course will help health care professionals gain a basic academic understanding of the human microbiome and the impact on human health. You'll discover the latest academic insights about food fibers, added bacteria, probiotics and microbiology. This knowledge can be applied by health care professionals in their daily practice because gut health is a hot topic, not only among researchers, but especially for health care professionals and consumers alike. Many patients with allergic issues struggle with gut health. Emerging research is connecting an imbalance of the microbiota in the gut microbiome to multiple disease states, including allergies. When finishing this course, you will know about the latest acdemic insights and how to apply them in your daily work."
Price: 49.00

"Creating a Digital Cultural Heritage community"
"Do you want to know what happens behind the scenes of museums, archives and libraries? Have you ever wondered what these organisations do to share their collections with audiences? Would you like to learn how to build a strong digital community for cultural heritage? If your answer is yes, then this MOOC is for you! In this course, professionals and volunteers in cultural heritage institutions, as well as teachers, students and amateurs, can learn how to create user engagement with digital cultural heritage. We will teach you about digital curation and annotation. You will learn how to use online repositories, cutting-edge tools and digital strategies, in order to stimulate true interaction and dialogue. At the end of this program, you will be able to help others to discover and enjoy the benefits of cultural heritage. Among many other examples, we take a look at the use case of Europeana, the digital portal for European cultural heritage content. After following the main module that teaches you all about user engagement, you will bring theory into practice by diving deeper into specific examples. Apart from the introduction and the recommended module on user engagement, you are able to craft your own path in this MOOC by picking and choosing between modules. They cover topics such as photography, museums, and dance. These domains offer many possibilities for innovative user engagement strategies. Furthermore, they all form interesting links to perception and memory, enabling them to be used to foster dialogue around cultural heritage. Do you want to acquire knowledge of user engagement theory? Would you like to learn how to apply these ideas and strategies to cultural heritage contexts? Have you ever wondered how to use digital collections to create new ways of engaging and inspiring audiences? Enroll now and start learning! This MOOC is developed by the Fifties in Europe - Kaleidoscope and CultureMoves projects, which are co-financed by the Connecting Europe Facility of the European Union."
Price: 49.00

"Apnea del sueño: nuevas tecnologías"
"La apnea obstructiva del sueño es un trastorno respiratorio del sueño que por su alta prevalencia en el mundo, se ha convertido en un serio problema de salud pública en diversos países. A esta alta prevalencia, se suma el alto porcentaje de sub-diagnóstico y las consecuencias originadas por la falta de tratamiento y los transtornos generados al momento de dormir, representadas por accidentes de tránsito, accidentes laborales, problemas neurocognitivos, alteraciones metabólicas, enfermedades cardiovasculares y problemas de aprendizaje y de atención en niños. El diagnóstico y tratamiento de la apnea del sueño deben ser abordados por un equipo multidisciplinario donde participan varios especialistas de las áreas de medicina, odontología y otros profesionales de la salud. El objetivo general de este curso en línea es incrementar el conocimiento de los profesionales de la salud en el diagnóstico y tratamiento integral de pacientes con apnea obstructiva del sueño (AOS). Los avances tecnológicos son un aliado para combatir este trastorno respiratorio."
Price: 49.90

"Apnea y Trastornos del Sueño"
"¿Sabe usted qué riesgo representan para su salud los problemas de sueño? En este curso usted aprenderá cómo se manifiestan algunos de los problemas del sueño en niños y adultos, qué consecuencias pueden generar en su salud física y mental, cómo tener una adecuada higiene de sueño, por qué ocurren algunos de estos trastornos y cuáles son algunas de las formas para diagnosticarlos. Teniendo en cuenta que el ser humano pasa casi 8500 días durmiendo, es fundamental y apasionante comprender algunos puntos claves de la evolución del conocimiento acerca del sueño, sus alteraciones, implicaciones e impacto en calidad de vida, economía mundial, algunas herramientas diagnósticas, nuevas investigaciones y muchas cosas más. Es importante aclarar que simplemente se trata de un curso introductorio para generar inquietudes y preguntas en ustedes. Este MOOC fue desarrollado en colaboración con las Doctoras Patricia Hidalgo M. y Patricia Panqueva C. de la Clínica de sueño del HUSI."
Price: 49.00

"Python for Data Science"
"In the information age, data is all around us. Within this data are answers to compelling questions across many societal domains (politics, business, science, etc.). But if you had access to a large dataset, would you be able to find the answers you seek? This course, part of the Data Science MicroMasters program, will introduce you to a collection of powerful, open-source, tools needed to analyze data and to conduct data science. Specifically, you'll learn how to use: python jupyter notebooks pandas numpy matplotlib git and many other tools. You will learn these tools all within the context of solving compelling data science problems. After completing this course, you'll be able to find answers within large datasets by using python tools to import data, explore it, analyze it, learn from it, visualize it, and ultimately generate easily sharable reports. By learning these skills, you'll also become a member of a world-wide community which seeks to build data science tools, explore public datasets, and discuss evidence-based findings. Last but not least, this course will provide you with the foundation you need to succeed in later courses in the Data Science MicroMasters program."
Price: 350.00

"Probability and Statistics in Data Science using Python"
"The job of a data scientist is to glean knowledge from complex and noisy datasets. Reasoning about uncertainty is inherent in the analysis of noisy data. Probability and Statistics provide the mathematical foundation for such reasoning. In this course, part of the Data Science MicroMasters program, you will learn the foundations of probability and statistics. You will learn both the mathematical theory, and get a hands-on experience of applying this theory to actual data using Jupyter notebooks. Concepts covered included: random variables, dependence, correlation, regression, PCA, entropy and MDL."
Price: 350.00

"Big Data Analytics Using Spark"
"In data science, data is called ""big"" if it cannot fit into the memory of a single standard laptop or workstation. The analysis of big datasets requires using a cluster of tens, hundreds or thousands of computers. Effectively using such clusters requires the use of distributed files systems, such as the Hadoop Distributed File System (HDFS) and corresponding computational models, such as Hadoop, MapReduce and Spark. In this course, part of the Data Science MicroMasters program, you will learn what the bottlenecks are in massive parallel computation and how to use spark to minimize these bottlenecks. You will learn how to perform supervised an unsupervised machine learning on massive datasets using the Machine Learning Library (MLlib). In this course, as in the other ones in this MicroMasters program, you will gain hands-on experience using PySpark within the Jupyter notebooks environment."
Price: 350.00

"Machine Learning Fundamentals"
"Do you want to build systems that learn from experience? Or exploit data to create simple predictive models of the world? In this course, part of the Data Science MicroMasters program, you will learn a variety of supervised and unsupervised learning algorithms, and the theory behind those algorithms. Using real-world case studies, you will learn how to classify images, identify salient topics in a corpus of documents, partition people according to personality profiles, and automatically capture the semantic structure of words and use it to categorize documents. Armed with the knowledge from this course, you will be able to analyze many different types of data and to build descriptive and predictive models. All programming examples and assignments will be in Python, using Jupyter notebooks."
Price: 350.00

"Comprendre la respiration"
"Pourquoi respirons-nous ? A quoi servent nos poumons ? Quel est le lien entre l’oxygène et la vie ? Ces questions ouvrent un vaste champ de découvertes et de curiosités pour mieux comprendre la respiration. Ce cours s’adresse à toute personne qui souhaite apprivoiser, s’approprier ou approfondir le fonctionnement de la respiration et des poumons, autrement dit la physiologie respiratoire humaine. Plongés au cœur de l’université et de la pratique hospitalière, durant sept semaines, vous côtoierez professeurs, professionnels de la santé, internes et étudiants de médecine. Vous y apprendrez des notions de niveau universitaire qui ont été sélectionnées et adaptées afin que toute personne intéressée puisse les comprendre et y donner du sens. Ainsi, nous aborderons des thèmes proches du monde qui vous entoure : la respiration lors d’un effort physique, en altitude, le rôle des polluants atmosphériques, l’asthme…. A chaque leçon, un expert abordera des domaines concrets et pratiques : comment apprécier l’oxygénation d’un patient, pourquoi lui administrer de l’oxygène, que signifie hyperventiler…. Ce cours vous fera entrer en profondeur dans un monde où l’atmosphère est faite d’anatomie humaine, de physique des volumes et des pressions, de gaz et de sang, d’oxygène et de CO2, de poumons et de tissus, de tabagisme et de bronchite chronique. Au terme de ce cours, vous serez capablesde expliquer et décrire les principes d’oxygénation, de ventilation, de transport et de consommation d’oxygène, de diffusion de gaz entre l’air et le sang… par des schémas et par des calculs utilisant quelques formules fondamentales, évaluer la quantité et la qualité de l’oxygénation d’un patient, distinguer les situations normales de celles dites pathologiques. Bref, vous aurez, pour votre plaisir et votre motivation, approfondi votre culture générale en acquérant des connaissances élevées."
Price: 50.00

"Engineering Calculus and Differential Equations"
"How do electrical engineers find out all the currents and voltages in a network of connected components? How do civil engineers calculate the materials necessary to construct a curved dome over a new sports arena? How do space flight engineers launch an exploratory probe? If questions like these pique your interest, this course is for you! Calculus with differential equations is the universal language of engineers. In this course, “Engineering Calculus and Differential Equations,” we will introduce fundamental concepts of single-variable calculus and ordinary differential equations. We'll explore their applications in different engineering fields. In particular, you will learn how to apply mathematical skills to model and solve real engineering problems. This course will enable you to develop a more profound understanding of engineering concepts and enhance your skills in solving engineering problems. In other words, youwill be able to construct relatively simple models of change and deduce their consequences. By studying these, youwill learn how to monitor and even controla given system to do what you want it to do. Techniques widely used in engineering will be illustrated; such as Laplace transform for solving problems in vibrations and signal processing. We have designed animations and interactive visualizations to supplement complex mathematical theories and facilitate understanding of the dynamic nature of topics involving calculus."
Price: 50.00

"Decision Making Under Uncertainty: Introduction to Structured Expert Judgment"
"In an increasingly data-driven world, data and its use aren't always all it's cracked up to be. This course aims to address the critical lack of any or appropriate data in many areas where complex decisions need to be made. For instance, how can you predict volcano activity when no eruptions have been recorded over a long period of time? Or how can you predict how many people will be resistant to antibiotics in a country where there is no available data at national level? Or how about estimating the time needed to evacuate people in flood risk areas? In situations like these, expert opinions are needed to address complex decision-making problems. This course, aimed at researchers and professionals from any academic background, will show you how expert opinion can be used for uncertainty quantification in a rigorous manner. Various techniques are used in practice. They vary from the informal and undocumented opinion of one expert to a fully documented and formal elicitation of a panel of experts, whose uncertainty assessments can be aggregated to provide support for complex decision making. In this course you will be introduced to state-of-the-art expert judgment methods, particularly the Classical Model (CM) or Cooke's method, which is arguably the most rigorous method for performing Structured Expert Judgment. CM, developed at TU Delft by Roger Cooke, has been successfully applied for over 30 years in areas as diverse as climate change, disaster management, epidemiology, public and global health, ecology, aeronautics/aerospace, nuclear safety, environment and ecology, engineering and many others."
Price: 50.00

"Introduction to Kabbalah"
"For hundreds of years, Kabbalah has been perceived as a body of secret theoretical and practical knowledge concerning creation, the divine world, and human interaction with it. This course will introduce you to the major ideas and practices of the Kabbalah from an academic point of view. The course will examine basic Kabbalistic themes such as the theory of the Sefirot, ecstatic and prophetic Kabbalistic techniques, reincarnation, demonology, and practical Kabbalah. It will introduce major Kabbalistic works and movements, including the Sefer ha-Zohar, Lurianic Kabbalah, Hasidism, and the contemporary revival of popular Kabbalah. In recent decades, interest in Kabbalah has been increasing and many non-academic Kabbalah centers have been founded throughout the world. Most of the information available online for the layman is non-academic, and at times it can be misleading and confusing. The aim of this course is to introduce students with no background in Kabbalah or Jewish thought to the major ideas and practices of the Kabbalah in their historical and cultural settings. The ideas are presented in an accessible manner without jeopardizing the course's academic rigor. The course approaches Kabbalah from a historical and sociological perspective. Kabbalistic theories and practices will be studied through reading and analyzing primary sources (the Kabbalistic texts themselves) as well as applying the most up-to-date secondary literature (academic research) The course presents a variety of different perspectives on the themes it covers. Through the assignments and discussions that accompany the video lectures, students will be encouraged to express their opinions and individual perspectives, and to contribute to fruitful intellectual discussions."
Price: 49.00

"Computer Science 101"
"CS101 is a self-paced course that teaches the essential ideas of Computer Science for a zero-prior-experience audience. Computers can appear very complicated, but in reality, computers work within just a few, simple patterns. CS101 demystifies and brings those patterns to life, which is useful for anyone using computers today. In CS101, participants play and experiment with short bits of ""computer code"" to bring to life to the power and limitations of computers. Everything works within the browser, so there is no extra software to download or install. CS101 also provides a general background on computers today: what is a computer, what is hardware, what is software, what is the internet. Anyone who has the ability to use a web browser may be successful in this course. No previous computer science experience is required."
Price: 149.00

"Partnering with the Public and Patients in Medical Research"
"There are many benefits to partnering with patients in medical research. Yet despite much to be gained, patients and researchers often fail to meaningfully partner to advance medical science. How might we create trusting relationships between patients and researchers? What models might exist to enable inclusivity and respect of all relevant stakeholders in the medical research enterprise? These are just some of the topics we will cover in this Stanford Online course. Patients can move past the challenges of misunderstood roles and mismatched priorities to make practical contributions. Patient research partnerships are reported as delivering value through every stage of the research process while increasing health self-management and research literacy. Learn how Everyone Included™ partnership in the medical research enterprise can improve the work of researchers and the lives of patients. This course features leading faculty from Stanford University and global medical publishing experts leading efforts in patient partnership in medical research from one of the world's most influential general medical journals, The BMJ."
Price: 50.00

"Statistical Learning"
"This is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical). This is not a math-heavy class, so we try and describe the methods without heavy reliance on formulas and complex mathematics. We focus on what we consider to be the important elements of modern data analysis. Computing is done in R. There are lectures devoted to R, giving tutorials from the ground up, and progressing with more detailed sessions that implement the techniques in each chapter. The lectures cover all the material in An Introduction to Statistical Learning, with Applications in R by James, Witten, Hastie and Tibshirani (Springer, 2013). The pdf for this book is available for free on the book website."
Price: 50.00

"American Prophet: The Inner Life and Global Vision of Martin Luther King, Jr."
"Martin Luther King, Jr. was a minister turned civil rights activist known throughout the world as an inspirational orator and a passionate advocate of nonviolent civil disobedience. Yet what do we know about the inner workings of the man who inspired so many? How can we learn from his personal documents to better understand his hopes and fears as well as his drive? During this captivating course, Professor Clayborne Carson will walk you through a journey of discovery, following Dr. King’s thoughts and steps through Atlanta, Albany, Selma, and Memphis. Each lesson will explore a few documents from the Martin Luther King, Jr. Papers Project — a comprehensive collection of King’s most significant correspondence, sermons, speeches, published writings, and unpublished manuscripts. You will learn an essential technique of historical analysis: the use of primary source documents as windows into the past. You will also view on-location filming of places Dr. King spent time, bringing to life the stories of his journey with personal commentary from Professor Carson and eyewitness interviews. Follow Dr. King’s extraordinary path from the benches of Ebenezer Baptist Church to the steps of the Lincoln Memorial and become re-inspired by the man, the minister, the leader. Dr. Clayborne Carson, the professor who teaches this course, is offering weekly Zoom calls for students interested in discussing the material further. Calls are every Monday from 12:30-1:30 PST. Students can join by video chat at https://stanford.zoom.us/j/809831146. All are welcome."
Price: 50.00

"Mining Massive Datasets"
"The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course. The book is published by Cambridge Univ. Press, but by arrangement with the publisher, you can download a free copy Here. The material in this on-line course closely matches the content of the Stanford course CS246. The major topics covered include: MapReduce systems and algorithms, Locality-sensitive hashing, Algorithms for data streams, PageRank and Web-link analysis, Frequent itemset analysis, Clustering, Computational advertising, Recommendation systems, Social-network graphs, Dimensionality reduction, and Machine-learning algorithms."
Price: 149.00

"Algorithms: Design and Analysis, Part 1"
"Welcome to the self paced course, Algorithms: Design and Analysis! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This specialization is an introduction to algorithms for learners with at least a little programming experience. The specialization is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details. After completing this specialization, you will be well-positioned to ace your technical interviews and speak fluently about algorithms with other programmers and computer scientists. Specific topics in the course include: ""Big-oh"" notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), randomized algorithms (QuickSort, contraction algorithm for min cuts), data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of BFS and DFS, connectivity, shortest paths). Learners will practice and master the fundamentals of algorithms through several types of assessments. There are 6 multiple choice quizzes to test your understanding of the most important concepts. There are also 6 programming assignments, where you implement one of the algorithms covered in lecture in a programming language of your choosing. The course concludes with a multiple-choice final. There are no assignment due dates and you can work through the course materials and assignments at your own pace."
Price: 149.00

"Leadership in a New Era: A Course at Tsinghua SEM by McKinsey |麦肯锡“全球领导力”"
"The course is intended to bring world-class business leaders (e.g., CEOs of globally renowned corporations, senior partners leading McKinsey global practices) into the classroom at Tsinghua SEM to have face-to-face sharing/interaction with students. Conveying deep insights on new trends across some key themes of business functions (e.g., strategy, operations, organization, corporate finance, marketing, technology, and sustainability), and adopting a field-and-forum approach, the course is designed to equip students with new knowledge drawn from leading real business practices, with global perspectives. 全球企业的CXO与咨询行业相应领域的专家一起,通过对战略、运营、组织、财务、市场以及数字化挑战等核心主题的探讨,为同学们提供全球视野下领导力的最佳实践和核心分析框架。 国际商界领袖的一线经验和个人魅力不容错过,课程可以系统地帮助同学们深入理解组织变革、促进创新、危机管理等具体情境下的领导力问题并构建解决问题的核心能力。"
Price: 149.00

"Programming for Everyone – An Introduction to Visual Programming Languages"
"The world around us becomes immersed in technology, which is ultimately driven by programming and governed by its laws. We believe that high-level knowledge of means for programming ‒ past, present, and most importantly, future ‒ is of crucial interest to many. This course is designed to teach almost anyone about the essence of programming, about the diverse types of existing programming paradigms, about how programming has evolved over the years, and, significantly, about what it will entail in the future. In the main part of the course, we will present some visual, diagrammatic programming languages, and some of the more recent playful and intuitive approaches to programming. We hope to help people interested in technology, as well as computer science students, to better understand the various approaches to programming, which are becoming increasingly important in our lives. This course is meant to “Liberate Programming” - to provide more people with the understanding of what programming is and how it works.s"
Price: 49.00

"Environmental Protection and Sustainability"
"Do you want to understand more about the environmental problems we currently face? Do you want to learn ways we can reduce the negative effects of these problems, and keep our environment more sustainable? If so, this course is for you. In this multi-disciplinary course, we will discuss major challenges facing environmental protection efforts. In doing so, we'll bring together various aspects from three themes: Biological, Physical, and Human. The Biological theme focuses on the importance of biodiversity and the actions we can take to conserve basic ecosystem functions. For example: reintroducing locally extinct key species and protecting agroecosystems. Clean air and water resources, as elements of the Physical theme, are crucial to maintaining biodiversity and our basic life-support systems. We will explore methods for minimizing air and water pollution and their negative impacts. The Human theme investigates how human development can be sustainable under the current pressures at local, regional, and global scales. Examples include water reuse, green building, and environmentally friendly technologies. The course is designed and presented by six scientists, each of whom specializes in a different environmental aspect. The course uses video presentations, movies, exercises, assignments, and many additional sources to provide information and enrichment. No previous knowledge on environmental issues is needed. Join us for a diverse and unique course and become a protector of the environment."
Price: 49.00

"Comparative Equality and Anti-Discrimination Law"
"Comparative Equality and Anti-Discrimination Law uses a problem-based approach to examine a global view of anti-discrimination law, comparing US, European, and other national, regional and international legal systems, including those of India, Brazil and South Africa. The course covers five topic modules: employment discrimination and harassment (race, sex, age, disability); marriage equality (race, same-sex); affirmative action (race, caste, origin)/gender parity; hate speech (race, sex, religion); and secularism and the rights of religious minorities."
Price: 75.00