Coursera Courses |
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Advanced System Security Topics (Coursera) https://www.coursera.org/learn/advanced-system-security-topics In this MOOC, we learn RBAC and ABAC access control to facilitate the specification and management of access policies. We learn examples of how RBAC is supported by modern systems such as Docker and AWS IAM. We learn XACML 3.0 and an ABAC implementation for controling secure access to web documents and network resources with attribute certificates, and XACML architecture components. We show how to exhance the data security with GeoEncryption, Secure Enhanced Geolocking, and R2D2 concepts whi |
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Advanced Topics and Future Trends in Database Technologies (Coursera) https://www.coursera.org/learn/advanced-topics-future-trends-database-technologies This course consists of four modules covering some of the more in-depth and advanced areas of database technologies, followed by a look at the future of database software and where the industry is heading. Advanced Topics and Future Trends in Database Technologies can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s depart |
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Advanced Trading Algorithms (Coursera) https://www.coursera.org/learn/advanced-trading-algorithms This course will provide back test results for all the strategies in developed and emerging markets. The learner will also be taught scientific ways of back testing without succumbing to either look ahead (or) survival bias. You will learn various methods of building a robust back testing system for the strategies discussed in the previous course. You will be taught how to differentiate between mere data mining and results based on solid empirical or theoretical foundation. Next, you will learn |
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Advanced Understanding of Stocks and Bonds (Coursera) https://www.coursera.org/learn/bonds-and-stocks-two This final course will cover more advanced aspects of bonds and stocks that will help you make smart personal decisions and develop a keen understanding of how governments and companies borrow from us. You will better understand stocks and bonds valuation and take a deeper dive using real-world problems. For stocks, you will review what you have already learned and understand valuation. You will learn about growth, different types of growth both bad and good. You will also get an opportunity to |
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Advanced Valuation and Strategy - M&A, Private Equity, and Venture Capital (Coursera) https://www.coursera.org/learn/advanced-valuation-and-strategy Hi and welcome to this course! Would you like to learn about the latest valuation methods that may help you to make better business decisions? Then 'Advanced Valuation and Strategy – M&A, Private Equity, and Venture Capital' by Erasmus University Rotterdam is the right course for you! This course is helpful for executives that need to value complete strategies and for all students interested in corporate finance and strategy. We present the latest tools and show you how to apply them! We will |
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https://www.coursera.org/learn/advanced-writing Course 3: Advanced Writing This is the third course in the Academic English: Writing specialization. By raising your level of academic writing, this course helps prepare you for college-level work. After completing this course, you will be able to: - plan and write a more sophisticated argument essay - identify plagiarism and explain how to prevent it - read and analyze several articles to form your own opinion on a topic - make connections between several articles - form thesis stateme |
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Advertising and E-commerce on TikTok (Coursera) https://www.coursera.org/learn/advertising-and-ecommerce-on-tiktok This is the third course in the Marketing with TikTok specialization. In this course, you will explore different ways to advertise on TikTok and how to utilize each one. You will also learn strategies on how to use TikTok for E-commerce. You will discover the analytics platform that TikTok has built and how to use it to optimize your advertising efforts on this exciting platform. |
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African cities : An Introduction to Urban Planning (Coursera) https://www.coursera.org/learn/african-cities1 This course teached the basics of urban planning in Africa through technical, environmental, social and economical dimensions. It focuses on African cities only. Although, they exemplify well cities in the Global South, and potentially all cities, we will make the African context highly topical. The course is provided by the Urban and Regional community at the Swiss Federal Insitute of Technology in Lausanne (EPFL). More information can be found here https://ceat.epfl.ch/ |
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African development – from the past to the present (Coursera) https://www.coursera.org/learn/african-development--from-the-past-to-the-present African development – from the past to the present -- offers a unique economic history perspective on Africa's development. Over a period of five weeks, the course covers a logical account of historical events and decisions that have shaped the current political-economical landscape of Sub-Saharan Africa - from the pre-colonial and the colonial era, to the era of liberalisation, modern day Africa and the future prospects of the continent. One does not need to have a dedicated historical intere |
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Afrique et mondialisation, regards croisés (Coursera) https://www.coursera.org/learn/afrique-mondialisation Au-delà des relations internationales classiques, le processus de mondialisation mobilise quantité d'acteurs économiques, sociaux et culturels, individuels et collectifs, qui agissent dans l'espace mondial. Nous étudions ensemble, Africains, Latino-américains et Européens, comment il en dérive de nouvelles relations internationales. Ce cours prend sa source dans les approches sociologique et historique françaises des relations internationales, comme celles promues en Afrique et en Amérique lati |
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After the Arab Spring – Democratic Aspirations and State Failure (Coursera) https://www.coursera.org/learn/after-the-arab-spring Learn why the hope and excitement of the Arab Spring is gone, why so many Arab states are falling apart, why the youth are so frustrated, why there are so many refugees, and what can be done about it. The so-called Arab Spring appeared to end decades of exceptionalism and bring the Arab world back into the mainstream of global developments. The rebellions promised the return of politics and the reassertion of popular sovereignty against their corrupt and geriatric leaders. Much hope and flowery |
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https://www.coursera.org/learn/age-of-cathedrals An introduction to some of the most astonishing architectural monuments the world has ever known—Gothic cathedrals. We shall study the art, literature, intellectual life, economics, and new social arrangements that arose in the shadow of the cathedrals and that were such an important part of the revival of cities in the twelfth and thirteenth centuries. The goal of the course is a better appreciation of the High Middle Ages, a world that is still recognizably our own. |
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https://www.coursera.org/learn/ageofjefferson This course provides an overview of Thomas Jefferson's work and perspectives presented by the University of Virginia in partnership with Thomas Jefferson’s Monticello. Together, UVA and Monticello are recognized internationally as a UNESCO World Heritage Site. |
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Agile Leader Training (Coursera) https://www.coursera.org/learn/agile-leader-training In this course, you will learn the neuroscience of change, why we are so change-averse, how to train for change resilience, and most importantly, you will begin developing a practice to help you be prepared for changes in personal life and in your career. You will learn specific strategies and tools for overcoming fear, anxiety and managing stress related to these changes. By the end of this course, you will know what you need to do to become truly unshakable. You will build a practice for get |
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Agile Leadership Capstone (Coursera) https://www.coursera.org/learn/agile-capstone This capstone project course takes you through a guided journey of putting together a comprehensive agile transformation packet. To create this packet, you will be creatively applying the concepts and tools we have covered in the first four courses of this Specialization. In the capstone course scenario, you were hired as a Senior Scrum Master at Nike. You will understand what a Fortune 100 company would be looking for in a candidate by analyzing a real Nike job posting. If you aspire to work i |
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Agile Leadership: Introduction to Change (Coursera) https://www.coursera.org/learn/agile-leadership-introduction-to-change This is a foundational course in the Agile Leadership Specialization. By the end of this course, you will build an understanding of key agile leadership concepts. You will begin building a toolbox that will give you an ability to evaluate and create a baseline for yourself as an agile leader. You will access your team’s readiness for change. You will also analyze to what degree an organization is agile, and evaluate its ability to respond to change triggers. |
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Agile Meets Design Thinking (Coursera) https://www.coursera.org/learn/uva-darden-getting-started-agile Despite everyone's good intentions, hard work and solid ideas, too many teams end up creating products that no one wants, no one can use, and no one buys. But it doesn't have to be this way. Agile and design thinking offer a different--and effective--approach to product development, one that results in valuable solutions to meaningful problems. In this course, you’ll learn how to determine what's valuable to a user early in the process--to frontload value--by focusing your team on testable narra |
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https://www.coursera.org/learn/agile-leadership-organization The theory of Agile is simple. However, it takes experience, knowledge, and expertise to scale it successfully. In this course, you will focus on leading change at an organizational level and scaling Agile appropriately. When studying Agile application success stories and theory, it's easy to think in terms of adopting "best practices." However, what's best for one industry, company, and most importantly, culture is not always the best for another. Not every aspect of the business is suitabl |
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Agile Planning for Software Products (Coursera) https://www.coursera.org/learn/agile-planning-for-software-products This course covers the techniques required to break down and map requirements into plans that will ultimately drive software production. Upon successful completion of this course, you will be able to: - Create effective plans for software development - Map user requirements to developer tasks - Assess and plan for project risks - Apply velocity-driven planning techniques - Generate work estimates for software products |
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Agile Project Management (Coursera) https://www.coursera.org/learn/agile-project-management This is the fifth course in the Google Project Management Certificate program. This course will explore the history, approach, and philosophy of Agile project management, including the Scrum framework. You will learn how to differentiate and blend Agile and other project management approaches. As you progress through the course, you will learn more about Scrum, exploring its pillars and values and comparing essential Scrum team roles. You will discover how to build, manage, and refine a product |
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Agile Software Development (Coursera) https://www.coursera.org/learn/agile-software-development Software industry is going crazy on agile methods. It is rapidly becoming the choice for software development where requirements are unpredictable or is expected to change over time. This course will help you gain knowledge on what is agile? Why agile is better suited for these situations? We will also cover some of the most common agile frameworks like scrum and XP in depth. Prerequisite: You need basic knowledge of software development process and software development methodologies. Aft |
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Agile with Atlassian Jira (Coursera) https://www.coursera.org/learn/agile-atlassian-jira This course discusses common foundational principles and practices used by agile methodologies, providing you with a flexible set of tools to use in your role (e.g. product owner, scrum master, project manager, team member) on an agile team. Learn agile and lean principles, including kanban and scrum, and use Jira Software Cloud as the tool to apply hands-on exercises in these topics. The course includes instruction on company-managed and team-managed Jira projects. After completing this cours |
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Agriculture, Economics and Nature (Coursera) https://www.coursera.org/learn/agriculture-economics-nature Sound economic thinking is crucial for farmers because they depend on good economic decision making to survive. Governments depend on economic information to make good policy decisions on behalf of the community. This course will help you to contribute to better decision making by farmers, or by agencies servicing agriculture, and it will help you to understand why farmers respond to policies and economic opportunities in the ways they do. You can use this course to improve your skills and kno |
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https://www.coursera.org/learn/ai-law About this Course This four-week course titled AI and Law explores the way in which the increasing use of artificially intelligent technologies (AI) affects the practice and administration of law defined in a broad sense. Subject matters discussed include the connection between AI and Law in the context of legal responsibility, law-making, law-enforcing, criminal law, the medical sector and intellectual property law. The course aims to equip members of the general public with an elementary abi |
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AI and Disaster Management (Coursera) https://www.coursera.org/learn/ai-and-disaster-management In this course, you will be introduced to the four phases of the disaster management cycle; mitigation, preparation, response, and recovery. You’ll work through two case studies in this course. In the first, you will use computer vision to analyze satellite imagery from Hurricane Harvey in 2017 to identify damage in affected areas. In the second, you will use natural language processing techniques to explore trends in aid requests in the aftermath of the 2010 earthquake in Haiti. |
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AI and the Illusion of Intelligence (Coursera) https://www.coursera.org/learn/ai-and-the-illusion-of-intelligence Will ArtificiaI Intelligence soon be surpassing humans? This is rapidly becoming one of the central questions of our time -- but it is the wrong question. In this course, we will provide a non-technical look at where AI has come from, and where it is going. We will see that there is no reason to expect that AI will be surpassing humans. Instead, what we are learning to create with AI is the illusion of intelligence. AI has actually been discussed for centuries, in fields like philosophy, lingui |
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AI Applications in Marketing and Finance (Coursera) https://www.coursera.org/learn/wharton-ai-applications-marketing-finance In this course, you will learn about AI-powered applications that can enhance the customer journey and extend the customer lifecycle. You will learn how this AI-powered data can enable you to analyze consumer habits and maximize their potential to target your marketing to the right people. You will also learn about fraud, credit risks, and how AI applications can also help you combat the ever-challenging landscape of protecting consumer data. You will also learn methods to utilize supervised and |
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AI Applications in People Management (Coursera) https://www.coursera.org/learn/wharton-ai-applications-people-management In this course, you will learn about Artificial Intelligence and Machine Learning as it applies to HR Management. You will explore concepts related to the role of data in machine learning, AI application, limitations of using data in HR decisions, and how bias can be mitigated using blockchain technology. Machine learning powers are becoming faster and more streamlined, and you will gain firsthand knowledge of how to use current and emerging technology to manage the entire employee lifecycle. T |
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AI Capstone Project with Deep Learning (Coursera) https://www.coursera.org/learn/ai-deep-learning-capstone In this capstone, learners will apply their deep learning knowledge and expertise to a real world challenge. They will use a library of their choice to develop and test a deep learning model. They will load and pre-process data for a real problem, build the model and validate it. Learners will then present a project report to demonstrate the validity of their model and their proficiency in the field of Deep Learning. |
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https://www.coursera.org/learn/ai-for-everyone AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone--especially your non-technical colleagues--to take. In this course, you will learn: - The meaning behind common AI terminology, including neural networks, machine learning, deep learning, and data science - What AI realistically can--and cannot--do - How to spot opportunities to apply AI to problems in your own organization - What it feels like to build machine learnin |
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AI For Everyone （すべての人のためのAIリテラシー講座） (Coursera) https://www.coursera.org/learn/ai-for-everyone-ja AIはエンジニアだけのものではなく、今や社会⼈の基本リテラシーと⾔えます。本 コースは、AIの基礎を学びたい⽅、今の組織をAIを使いこなせる組織へと変⾰させ たい⽅、そんなすべての⽅々に、理系⽂系問わず、肩書きや職種問わず、受講いた だけるコースです。 本コースでは、次のことを学習していただきます： - ニューラルネットワーク、機械学習、ディープラーニング、データサイエンス など、⼀般的なAIに関する専⾨⽤語とその意味 - 実際にAIができること、できないこと - 組織の課題解決のためにAIを適⽤できる可能性とその⽅法 - 機械学習およびデータサイエンスプロジェクトの進め⽅ - AIエンジニアチームと連携して社内でAI戦略を構築する⽅法 - AIを取り巻く倫理的および社会的議論の概要 本コースはDeepLearning.AIが提供している通常の「AI for Everyone」（オリジナルは英語）に、JDLAが制作し、松尾先生が講師を務める”DXとは何か”、”DXにおけるAIの重要性”、“日本におけるAI活用”を追加 した 特別版 となります。 本コースの修了証を提示すると、JD |
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AI for Medical Diagnosis (Coursera) https://www.coursera.org/learn/ai-for-medical-diagnosis AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. As an AI practitioner, you have the opportunity to join in this transformation of modern medicine. If you're already familiar with some of the math and coding behind AI algorithms, and are eager to develop your skills further to tackle challenges in the healthcare industry, then this specialization is for you. No pri |
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AI for Medical Prognosis (Coursera) https://www.coursera.org/learn/ai-for-medical-prognosis AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. This Specialization will give you practical experience in applying machine learning to concrete problems in medicine. Machine learning is a powerful tool for prognosis, a branch of medicine that specializes in predicting the future health of patients. In this second course, you’ll walk through multiple examples of p |
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AI For Medical Treatment (Coursera) https://www.coursera.org/learn/ai-for-medical-treatment AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. This Specialization will give you practical experience in applying machine learning to concrete problems in medicine. Medical treatment may impact patients differently based on their existing health conditions. In this third course, you’ll recommend treatments more suited to individual patients using data from rando |
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AI Foundations: Prompt Engineering with ChatGPT (Coursera) https://www.coursera.org/learn/ai-foundations-prompt-engineering-with-chatgpt This prompt engineering course is a unique opportunity to delve into the world of ChatGPT and Large Language Models (LLMs). Designed by Andrew Maynard, an expert in transformative technologies, this course equips students with the skills needed to harness the power of ChatGPT effectively. Through a compact and engaging curriculum, students will learn to evaluate prompts and create impactful ones, maximizing the potential of ChatGPT. The course covers prompt templates, creative prompt structures |
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AI Fundamentals for Non-Data Scientists (Coursera) https://www.coursera.org/learn/wharton-ai-fundamentals-non-data-scientists In this course, you will go in-depth to discover how Machine Learning is used to handle and interpret Big Data. You will get a detailed look at the various ways and methods to create algorithms to incorporate into your business with such tools as Teachable Machine and TensorFlow. You will also learn different ML methods, Deep Learning, as well as the limitations but also how to drive accuracy and use the best training data for your algorithms. You will then explore GANs and VAEs, using your newf |
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AI in Healthcare Capstone (Coursera) https://www.coursera.org/learn/ai-in-healthcare-capstone This capstone project takes you on a guided tour exploring all the concepts we have covered in the different classes up till now. We have organized this experience around the journey of a patient who develops some respiratory symptoms and given the concerns around COVID19 seeks care with a primary care provider. We will follow the patient's journey from the lens of the data that are created at each encounter, which will bring us to a unique de-identified dataset created specially for this specia |
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https://www.coursera.org/learn/ai-materials Learn about the materials that have advanced the performance of artificial intelligence, and the machine learning models that could help accelerate the design and development of novel materials. This course defines artificial intelligence (AI) as a machine to which some or all of the functions of the human brain have been delegated. It highlights the need, and explains in an easy-to-understand way how machine learning from artificial intelligence can dramatically accelerate the development of n |
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AI para docentes: Transforma tu enseñanza con ChatGPT (Coursera) https://www.coursera.org/learn/ai-para-docentes-enseanza-con-chatgpt La inteligencia artificial (IA) está cambiando rápidamente la forma en que vivimos y trabajamos. Antes se podía pensar que era un mundo únicamente para personas relacionadas a ingeniería o ramas informáticas, hoy en día es parte vital de nuestro mundo y se puede decir que todos debemos tener ciertos conocimientos indispensables sobre el mundo digital. En el caso de los docentes o instructores, al conocer más sobre la IA, pueden utilizar herramientas como ChatGPT para mejorar y enriquecer la edu |
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AI Strategy and Governance (Coursera) https://www.coursera.org/learn/wharton-ai-strategy-governance In this course, you will discover AI and the strategies that are used in transforming business in order to gain a competitive advantage. You will explore the multitude of uses for AI in an enterprise setting and the tools that are available to lower the barriers to AI use. You will get a closer look at the purpose, function, and use-cases for explainable AI. This course will also provide you with the tools to build responsible AI governance algorithms as faculty dive into the large datasets that |
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AI Workflow: AI in Production (Coursera) https://www.coursera.org/learn/ibm-ai-workflow-ai-production This is the sixth course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. This course focuses on models in production at a hypothetical streaming media company. There is an introduction to IBM Watson Machine Learning. You will build your own API in a Docker container and learn how to manage con |
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AI Workflow: Business Priorities and Data Ingestion (Coursera) https://www.coursera.org/learn/ibm-ai-workflow-business-priorities-data-ingestion This is the first course of a six part specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. This first course in the IBM AI Enterprise Workflow Certification specialization introduces you to the scope of the specialization and prerequisites. Specifically, the courses in this specialization are meant for practicing data scientists who are knowledgeable |
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AI Workflow: Data Analysis and Hypothesis Testing (Coursera) https://www.coursera.org/learn/ibm-ai-workflow-data-analysis-hypothesis-testing This is the second course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. In this course you will begin your work for a hypothetical streaming media company by doing exploratory data analysis (EDA). Best practices for data visualization, handling missing data, and hypothesis testing will be introd |
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AI Workflow: Enterprise Model Deployment (Coursera) https://www.coursera.org/learn/ibm-ai-workflow-machine-learning-model-deployment This is the fifth course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. This course introduces you to an area that few data scientists are able to experience: Deploying models for use in large enterprises. Apache Spark is a very commonly used framework for running machine learning models. Best pr |
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AI Workflow: Feature Engineering and Bias Detection (Coursera) https://www.coursera.org/learn/ibm-ai-workflow-feature-engineering-bias-detection This is the third course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. Course 3 introduces you to the next stage of the workflow for our hypothetical media company. In this stage of work you will learn best practices for feature engineering, handling class imbalances and detecting bias in the |
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AI Workflow: Machine Learning, Visual Recognition and NLP (Coursera) https://www.coursera.org/learn/ibm-ai-workflow-machine-learning-vr-nlp This is the fourth course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones. Course 4 covers the next stage of the workflow, setting up models and their associated data pipelines for a hypothetical streaming media company. The first topic covers the complex topic of evaluation metrics, where you wil |
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https://www.coursera.org/learn/ai-algorithm-limitations-ko 알고리즘의 영향력은 점차 커지고 있습니다. 머신 러닝은 방대한 데이터 세트를 기반으로 주요 의사결정을 내리기 시작함에 따라, 인간인 우리는 실제 생활에서의 한계점을 충분히 알고 있어야 합니다. 대출 승인, 교통 경로 재설정을 막론하고, 머신 러닝 모델에는 인간의 공유가치가 정확히 반영되어야 합니다. 본 강좌에서는 가장 기본적인 알고리즘부터 완전 자율 알고리즘에 이르기까지 알고리즘의 발전을 살펴보고, 보다 윤리적으로 건전한 알고리즘을 만드는 방법을 논의합니다. |
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AI, Business & the Future of Work (Coursera) https://www.coursera.org/learn/ai-business-future-of-work This course from Lunds university will help you understand and use AI so that you can transform your organisation to be more efficient, more sustainable and thus innovative. The lives of people all over the world are increasingly enhanced and shaped by artificial intelligence. To organisations there are tremendous opportunities, but also risks, so where do you start to plan for AI, business and the future of work? Whether you are in the public or private sector, in a large organisation or a s |
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AI, Empathy & Ethics (Coursera) https://www.coursera.org/learn/ai-empathy-ethics This nontechnical course provides an overview of artificial intelligence advancements and the ethical challenges we now face as we navigate the development, implementation, and ubiquitous global use of AI. |
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AIDS: Fear and Hope (Coursera) https://www.coursera.org/learn/aids-fear-hope The basic biology of the virus, HIV, and the disease it causes, AIDS. The economic, social and political factors that determine who gets sick and who remains healthy, who lives and who dies. The progress of scientific research and medical treatments. The reasons for hope; the reasons for fear. (To get a glimpse of some of the materials that students have been posting on the course forums, go to @AIDSFAH or #AIDSFAH.) |