Coursera Courses |
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Data Visualization Best Practices (Coursera) https://www.coursera.org/learn/data-visualization-best-practices In this course, we will cover the basics of visualization and how it fits into the Data Science workflow. We will focus on the main concepts behind the purpose of visualization and the design principles for creating effective, easy-to-communicate results. You will also set up your Tableau environment, practice data loading, and perform univariate descriptive analysis of the S&P 500 stock sectors. |
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Data Visualization Capstone (Coursera) https://www.coursera.org/learn/data-visualization-capstone Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today is the R statistical programming language. Especially in conjunction with the tidyverse software packages, R has become an extremely powerful and flexible platform for making figures, tables, and reproducible reports. However, R can be intimidatin |
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Data Visualization for Genome Biology (Coursera) https://www.coursera.org/learn/data-visualization-for-genome-biology The past decade has seen a vast increase in the amount of data available to biologists, driven by the dramatic decrease in cost and concomitant rise in throughput of various next-generation sequencing technologies, such that a project unimaginable 10 years ago was recently proposed, the Earth BioGenomes Project, which aims to sequence the genomes of all eukaryotic species on the planet within the next 10 years. So while data are no longer limiting, accessing and interpreting those data has becom |
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Data Visualization Fundamentals (Coursera) https://www.coursera.org/learn/data-visualization-fundamentals Data Visualization Fundamentals is designed to introduce you to the powerful world of data visualization using Power BI. This course will guide you through the basics of creating visually appealing and meaningful reports, charts and graphs. You'll learn how to identify the right visualization for different types of data, and how to use Power BI's tools to build reports that tell compelling stories with data. Whether you're new to data visualization or looking to sharpen your skills, this course |
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Data Visualization in Excel (Coursera) https://www.coursera.org/learn/excel-data-visualization In an age now driven by "big data", we need to cut through the noise and present key information in a way that can be quickly consumed and acted upon making data visualization an increasingly important skill. Visualizations need to not only present data in an easy to understand and attractive way, but they must also provide context for the data, tell a story, achieving that fine balance between form and function. Excel has many rivals in this space, but it is still an excellent choice, particula |
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Data Visualization in R with ggplot2 (Coursera) https://www.coursera.org/learn/jhu-data-visualization-r Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today is the R statistical programming language. Especially in conjunction with the tidyverse software packages, R has become an extremely powerful and flexible platform for making figures, tables, and reproducible reports. However, R can be intimidatin |
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Data Visualization with Advanced Excel (Coursera) https://www.coursera.org/learn/advanced-excel In this course, you will get hands-on instruction of advanced Excel 2013 functions. You’ll learn to use PowerPivot to build databases and data models. We’ll show you how to perform different types of scenario and simulation analysis and you’ll have an opportunity to practice these skills by leveraging some of Excel's built in tools including, solver, data tables, scenario manager and goal seek. In the second half of the course, will cover how to visualize data, tell a story and explore data b |
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Data Visualization with Python (Coursera) https://www.coursera.org/learn/python-for-data-visualization One of the most important skills of successful data scientists and data analysts is the ability to tell a compelling story by visualizing data and findings in an approachable and stimulating way. In this course you will learn many ways to effectively visualize both small and large-scale data. You will be able to take data that at first glance has little meaning and present that data in a form that conveys insights. This course will teach you to work with many Data Visualization tools and techn |
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Data Visualization with R (Coursera) https://www.coursera.org/learn/data-visualization-r In this course, you will learn the Grammar of Graphics, a system for describing and building graphs, and how the ggplot2 data visualization package for R applies this concept to basic bar charts, histograms, pie charts, scatter plots, line plots, and box plots. You will also learn how to further customize your charts and plots using themes and other techniques. You will then learn how to use another data visualization package for R called Leaflet to create map plots, a unique way to plot data ba |
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Data Visualization with Tableau (Coursera) https://www.coursera.org/learn/data-visualization-with-tableau-public The Data Visualization with Tableau course provides you with a foundational understanding of presenting data through clear and easily comprehensible visuals using Tableau. Throughout the course, you’ll explore a diverse range of visualization types and their ideal applications with the Tableau Public platform. By examining how experts leverage Tableau to create exceptional charts and maps, and acquiring the skills to craft interactive tables, you’ll gain proficiency in essential visualization te |
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Data Visualization with Tableau Project (Coursera) https://www.coursera.org/learn/dataviz-project In this project-based course, you will follow your own interests to create a portfolio worthy single-frame viz or multi-frame data story that will be shared on Tableau Public. You will use all the skills taught in this Specialization to complete this project step-by-step, with guidance from your instructors along the way. You will first create a project proposal to identify your goals for the project, including the question you wish to answer or explore with data. You will then find data that wi |
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Data Warehouse Concepts, Design, and Data Integration (Coursera) https://www.coursera.org/learn/dwdesign This is the second course in the Data Warehousing for Business Intelligence specialization. Ideally, the courses should be taken in sequence. In this course, you will learn exciting concepts and skills for designing data warehouses and creating data integration workflows. These are fundamental skills for data warehouse developers and administrators. You will have hands-on experience for data warehouse design and use open source products for manipulating pivot tables and creating data integratio |
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Data Warehouse Fundamentals (Coursera) https://www.coursera.org/learn/data-warehouse-fundamentals Whether you’re an aspiring data engineer, data architect, business analyst, or data scientist, strong data warehousing skills are a must. With the hands-on experience and competencies, you gain on this course, your resume will catch the eye of employers and power up your career opportunities. A data warehouse centralizes and organizes data from disparate sources into a single repository, making it easier for data professionals to access, clean, and analyze integrated data efficiently. |
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Data Warehousing and Business Intelligence (Coursera) https://www.coursera.org/learn/data-warehousing-business-intelligence This course builds on “The Nature of Data and Relational Database Design” to extend the process of capturing and manipulating data through data warehousing and data mining. Once the transactional data is processed through ETL (Extract, Transform, Load), it is then stored in a data warehouse for use in managerial decision making. Data mining is one of the key enablers in the process of converting data stored in a data warehouse into actionable insight for better and faster decision making. By t |
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Data Warehousing Capstone Project (Coursera) https://www.coursera.org/learn/data-warehousing-capstone-project In this course you will apply a variety of data warehouse engineering skills and techniques you have learned as part of the previous courses in the IBM Data Warehouse Engineer Professional Certificate. You will assume the role of a Junior Data Engineer who has recently joined the organization and be presented with a real-world use case that requires a data warehouse engineering solution. |
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Data Warehousing with Microsoft Azure Synapse Analytics (Coursera) https://www.coursera.org/learn/data-warehousing-with-microsoft-azure-synapse-analytics In this course, you will explore the tools and techniques that can be used to work with Modern Data Warehouses productively and securely within Azure Synapse Analytics. You will learn how Azure Synapse Analytics enables you to build Data Warehouses using modern architecture patterns and how the common schema is implemented in a data warehouse. You'll learn the best practices you need to adopt to load data into a data warehouse and the techniques that you can use to optimize query performance wit |
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Data Warehousing: Schema, ETL, Optimal Performance (Coursera) https://www.coursera.org/learn/data-warehousing-schema-etl-optimal-performance Data warehousing is a critical component of modern business intelligence, providing a centralized repository for structured and organized data. This course focuses on the fundamental aspects of data warehousing, including schema design, extract, transform, load (ETL) processes, and techniques for optimizing performance. By comprehending these core concepts, participants will be equipped to design and implement efficient data warehouses that support informed decision-making and business intellige |
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Data Wrangling, Analysis and AB Testing with SQL (Coursera) https://www.coursera.org/learn/data-wrangling-analysis-abtesting This course allows you to apply the SQL skills taught in “SQL for Data Science” to four increasingly complex and authentic data science inquiry case studies. We'll learn how to convert timestamps of all types to common formats and perform date/time calculations. We'll select and perform the optimal JOIN for a data science inquiry and clean data within an analysis dataset by deduping, running quality checks, backfilling, and handling nulls. We'll learn how to segment and analyze data per segment |
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Data – What It Is, What We Can Do With It (Coursera) https://www.coursera.org/learn/data-what-it-is-what-can-we-do-with-it This course introduces students to data and statistics. By the end of the course, students should be able to interpret descriptive statistics, causal analyses and visualizations to draw meaningful insights. The course first introduces a framework for thinking about the various purposes of statistical analysis. We’ll talk about how analysts use data for descriptive, causal and predictive inference. We’ll then cover how to develop a research study for causal analysis, compute and interpret d |
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Data, Security, and Privacy (Coursera) https://www.coursera.org/learn/data-security-privacy This course provides hands-on experience with technology-based productivity tools, as well as foundational knowledge and understanding of system design and development. The course is designed to integrate concepts of hardware, software, and the Internet. This course also provides an overview of data security, data privacy, and ways to increase productivity and efficiency. Students will also investigate technology career paths and some of the various certifications available in the industry. |
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Data-Driven Animation for Science Communication (Coursera) https://www.coursera.org/learn/data-driven-animation In this course each student will create a scientific animation that tells a story with data to better communicate scientific results – along the way they will learn programming, science writing, and technical animation skills. This course trains students in data-based storytelling that promotes research and science communication for the benefit of communities and policymakers on local and global scales. Students will draft a science writing script, create custom raster and vector graphics, data |
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Data-driven Astronomy (Coursera) https://www.coursera.org/learn/data-driven-astronomy Science is undergoing a data explosion, and astronomy is leading the way. Modern telescopes produce terabytes of data per observation, and the simulations required to model our observable Universe push supercomputers to their limits. To analyse this data scientists need to be able to think computationally to solve problems. In this course you will investigate the challenges of working with large datasets: how to implement algorithms that work; how to use databases to manage your data; and how to |
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Data-driven Decision Making (Coursera) https://www.coursera.org/learn/decision-making Welcome to Data-driven Decision Making. In this course, you'll get an introduction to Data Analytics and its role in business decisions. You'll learn why data is important and how it has evolved. You'll be introduced to “Big Data” and how it is used. You'll also be introduced to a framework for conducting Data Analysis and what tools and techniques are commonly used. Finally, you'll have a chance to put your knowledge to work in a simulated business setting. This course was created by Pricewate |
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Data-Driven Decisions with Power BI (Coursera) https://www.coursera.org/learn/data-driven-decisions-with-power-bi New Power BI users will begin the course by gaining a conceptual understanding of the Power BI desktop application and the Power BI service. Learners will explore the Power BI interface while learning how to manage pages and understand the basics of visualizations. Learners can download a course dataset and engage in numerous hands-on experiences to discover how to import, connect, clean, transform, and model their own data in the Power BI desktop application. Learners will investigate reports, |
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Data-Driven Leadership Skills Course 1: Leadership Narrative (Coursera) https://www.coursera.org/learn/data-driven-leadership-first-course-1 This course will explore the theme of 'Authenticity' in leadership by introducing you to the history of leadership theory going back to Ancient Greece. We will establish how traditional leadership became so important. We will also explore how traditional leadership began to unravel when leadership went scientific. We explain how this new data-driven approach to leadership showed that leadership qualities alone do not explain leadership. |
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Data-Driven Process Improvement (Coursera) https://www.coursera.org/learn/data-driven-process-improvement By the end of this course, learners are empowered to implement data-driven process improvement objectives at their organization. The course covers: the business case for IoT (Internet of Things), the strategic importance of aligning operations and performance goals, best practices for collecting data, and facilitating a process mapping activity to visualize and analyze a process’s flow of materials and information. Learners are prepared to focus efforts around business needs, evaluate what the o |
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Database Architecture, Scale, and NoSQL with Elasticsearch (Coursera) https://www.coursera.org/learn/database-architecture-scale-nosql-elasticsearch-postgresql In this final course, you will explore database architecture, PostgreSQL, and various scalable deployment configurations. You will see how PostgreSQL implements basic CRUD operations and indexes, and review how transactions and the ACID (Atomicity, Consistency, Isolation, Durability) requirements are implemented. You’ll learn to use Elasticsearch NoSQL, which is a common NoSQL database and a supplement to a relational database to high-speed search and indexing. We will examine Elasticsearch as |
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https://www.coursera.org/learn/database-clients Explore how to write database driven applications in Python by creating various types of clients that connect to MySQL databases using Python code and Python-related MySQL features and tools. By the end of this course, you’ll be able to: - Utilize Python code to create, populate and manipulate MySQL databases and tables - Access advanced functionality in MySQL using custom built Python clients - Develop working familiarity with advanced topics in MySQL - Apply the principles of advance |
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Database Design and Basic SQL in PostgreSQL (Coursera) https://www.coursera.org/learn/database-design-postgresql In this course you will learn more about the historical design of databases and the use of SQL in the PostgreSQL environment. Using SQL techniques and common commands (INSERT INTO, WHERE, ORDER BY, ON DELETE CASCADE, etc) will enable you to create tables, column types and define the schema of your data in PostgreSQL. You will learn about data modeling and how to represent one-to-many and many-to-many relationships in PostgreSQL. Students will do hands-on assignments creating tables, inserti |
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Database Engineer Capstone (Coursera) https://www.coursera.org/learn/database-engineer-capstone In this course you’ll complete a capstone project in which you’ll create a database and client for Little Lemon restaurant. To complete this course, you will need database engineering experience. The Capstone project enables you to demonstrate multiple skills from the Certificate by solving an authentic real-world problem. Each module includes a brief recap of, and links to, content that you have covered in previous courses in this program. In this course, you will demonstrate your new ski |
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Database Essentials and Vulnerabilities (Coursera) https://www.coursera.org/learn/database-essentials-and-vulnerabilities The average cost of a data breach is nearly $5 million, with 70% of the affected organizations reporting significant or very significant disruption, according to an IBM report. Hence, businesses are hunting hard for cybersecurity experts who can safeguard against such threats. This course builds critical database security skills that employers are looking for. During the course, you’ll look at key concepts of database management, including relational and non-relational databases. You’ll lear |
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Database Management Essentials (Coursera) https://www.coursera.org/learn/database-management Database Management Essentials provides the foundation you need for a career in database development, data warehousing, or business intelligence, as well as for the entire Data Warehousing for Business Intelligence specialization. In this course, you will create relational databases, write SQL statements to extract information to satisfy business reporting requests, create entity relationship diagrams (ERDs) to design databases, and analyze table designs for excessive redundancy. As you develop |
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Database Management with Java and SQL (Coursera) https://www.coursera.org/learn/database-management-with-java-and-sql This is the fourth course in the Amazon Junior Software Developer Professional Certificate. In this course on Introduction to Databases and Basic SQL Queries, you will learn essential knowledge and skills for working with relational databases and querying data using SQL (Structured Query Language). You'll start by understanding fundamental concepts like tables, rows, and columns and learn to write basic SQL queries for operations such as selecting, inserting, updating, and deleting data. You'll |
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Database Structures and Management with MySQL (Coursera) https://www.coursera.org/learn/database-structures-and-management-with-mysql Develop a working knowledge of the MySQL database management system (DBMS). Gain DBMS skills such as data creation, querying and manipulation. You’ll gain further experience with SQL statements, clauses and data types. By the end of this course, you’ll be able to: - Utilize the MySQL DBMS to build and modify relational databases with SQL - Add records to a MySQL database - Perform intricate queries on database records with filters and groupings - Create simple joins and unions within a |
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Databases and SQL for Data Science with Python (Coursera) https://www.coursera.org/learn/sql-data-science Working knowledge of SQL (or Structured Query Language) is a must for data professionals like Data Scientists, Data Analysts and Data Engineers. Much of the world's data resides in databases. SQL is a powerful language used for communicating with and extracting data from databases. In this course you will learn SQL inside out- from the very basics of Select statements to advanced concepts like JOINs. You will: -write foundational SQL statements like: SELECT, INSERT, UPDATE, and DELETE -filte |
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DataOps Methodology (Coursera) https://www.coursera.org/learn/ibm-data-ops-methodology DataOps is defined by Gartner as "a collaborative data management practice focused on improving the communication, integration and automation of data flows between data managers and consumers across an organization. Much like DevOps, DataOps is not a rigid dogma, but a principles-based practice influencing how data can be provided and updated to meet the need of the organization’s data consumers.” The DataOps Methodology is designed to enable an organization to utilize a repeatable process to b |
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DDHH y democracia: una visión desde América Latina (Coursera) https://www.coursera.org/learn/derechos-humanos-democracia-america-latina Este curso busca desarrollar competencias y promover nuevos liderazgos y ciudadanías activas en defensa de la democracia y los derechos humanos. Para tal efecto, el curso recoge y difunde conocimiento académico especializado, pero lo presenta de manera sencilla para que llegue a audiencias amplias y diversas. El curso invita a entender la democracia y los derechos humanos como apuestas centrales de una sociedad incluyente y justa, y brinda algunas estrategias para el cambio social. En Latinoamé |
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DDoS Attacks and Defenses (Coursera) https://www.coursera.org/learn/ddos-attacks-and-defense In this MOOC, you will learn the history of DDoS attacks and analyze new Mirai IoT Malware and perform source code analysis. you will be provided with a brief overview of DDoS Defense techniques. You learn an Autonomous Anti-DDoS Network called A2D2 for small/medium size organizations to deal with DDoS attacks. A2D2 uses Linux Firewall Rate limiting and Class Based Queueing, and subnet flood detection to handle various DDoS traffic types. You learn the new Intrusion tolerance paradigm with |
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De curtidas a leads: como interagir com os clientes on-line (Coursera) https://www.coursera.org/learn/de-curtidas-a-leads-como-interagir-com-os-clientes-on-line De curtidas a leads: como interagir com os clientes on-line é o terceiro dos sete cursos do Certificado de Marketing Digital e E-commerce do Google. Este curso ajudará você a desenvolver estratégias de marketing nas mídias sociais. A mídia social é um canal de marketing digital fundamental para muitas empresas devido ao grande número de pessoas que usam essas plataformas para socializar, interagir com empresas e compartilhar conteúdos. Nenhuma estratégia de marketing digital está completa sem um |
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De me gusta a leads: interactúa con las y los clientes en línea (Coursera) https://www.coursera.org/learn/de-me-gusta-a-leads-interactua-con-las-y-los-clientes-en-linea “De me gusta a leads: interactúa con las y los clientes en línea” es el tercero de siete cursos del Certificado de Carrera de Google en Marketing Digital y Comercio Electrónico. Este curso te ayudará a desarrollar estrategias de marketing en redes sociales. Las redes sociales son un canal clave de marketing digital para muchas empresas, debido a la gran cantidad de personas que las utilizan para socializar, interactuar con las empresas y compartir contenido. Ninguna estrategia de marketing digit |
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De-Mystifying Mindfulness (Coursera) https://www.coursera.org/learn/mindfulness Interest in meditation, mindfulness, and contemplation has grown exponentially in recent years. Rather than being seen as mystical practices from ancient Buddhism or esoteric philosophy, they are increasingly seen as technologies rooted in evidence from psychology and neuroscience. Mindfulness has become the basis for numerous therapeutic interventions, both as a treatment in healthcare and as a means of enhancing well-being and happiness. For millions around the world, mindfulness has become |
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Dealing With Missing Data (Coursera) https://www.coursera.org/learn/missing-data This course will cover the steps used in weighting sample surveys, including methods for adjusting for nonresponse and using data external to the survey for calibration. Among the techniques discussed are adjustments using estimated response propensities, poststratification, raking, and general regression estimation. Alternative techniques for imputing values for missing items will be discussed. For both weighting and imputation, the capabilities of different statistical software packages wil |
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Début du processus de conception UX : Empathie, définition et formulation d’idées (Coursera) Début du processus de conception UX : Empathie, définition et formulation d’idées est le deuxième cours de cette formation certifiante qui vous dotera des compétences nécessaires pour postuler à des emplois de Concepteur UX débutant. Dans le cours 2, vous terminerez les premières étapes du processus de conception d'un projet que vous pourrez inclure dans votre portfolio. Vous apprendrez à faire preuve d’empathie avec les utilisateurs et à comprendre leurs difficultés, à définir les besoins des u |
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Decentralized Applications (Dapps) (Coursera) https://www.coursera.org/learn/decentralized-apps-on-blockchain This third course of the Blockchain specialization prepares you to design and develop end-to-end decentralized applications (Dapps) – which provide anyone with access to the blockchain’s features and services. You will use Truffle IDE, smart contracts, a simple web client and a MetaMask client. You will learn about the architecture of a Dapp: the front-end client interface, backed by the blockchain and smart contracts. The course covers the basic design of a Dapp, Truffle development process and |
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Decentralized Finance (DeFi) Deep Dive (Coursera) https://www.coursera.org/learn/decentralized-finance-deep-dive-duke DeFi and the Future of Finance is a set of four courses that focus on decentralized finance. The third course is called DeFi Deep Dive. It is essential that you do the first two courses I. DeFi Infrastructure and II. DeFi Primitives before doing this course. It is the longest of the four courses and focuses on some of the leading protocols in the DeFi space. We will look at Credit and Lending (and feature MakerDAO, Compound and Aave), Decentralized Exchange with an analysis of how protocols like |
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Decentralized Finance (DeFi) Infrastructure (Coursera) https://www.coursera.org/learn/decentralized-finance-infrastructure-duke Decentralized Finance: The Future of Finance is a set of four courses taught by Campbell R. Harvey (Professor of Finance at the Fuqua School of Business, Duke University, and a Research Associate of the National Bureau of Economic Research) that focus on decentralized finance (DeFi). In this first course, we begin by exploring the origins of DeFi and take a broad historical view from the earliest barter economies, such as the first peer-to-peer exchanges of bartering, to present day. The course |
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Decentralized Finance (DeFi) Opportunities and Risks (Coursera) https://www.coursera.org/learn/decentralized-finance-opportunities-and-risk-duke DeFi and the Future of Finance is a set of four courses that focus on decentralized finance. The final course is called DeFi Opportunities and Risks. It is essential that you complete the first three courses: I. DeFi Infrastructure; II. DeFi Primitives; and III. DeFi Deep Dive before beginning the fourth course. The course starts with the premise that an analysis of any new technology must clearly gauge the risks and challenges. Given that DeFi is only a few years old there are plenty of risks. |
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Decentralized Finance (DeFi) Primitives (Coursera) https://www.coursera.org/learn/decentralized-finance-primitives-duke DeFi and the Future of Finance is a set of four courses that focus on decentralized finance. The second course is called DeFi Primitives. It is recommended that you take the first course, DeFi Infrastructure, before this course. In this course, we talk about transaction mechanics and introduce both fungible and non-fungible tokens – or NFTs. The course explores the important issue of custody (holding private keys). The course then explores supply adjustment which includes the minting and burning |
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Deciphering Secrets: The Illuminated Manuscripts of Medieval Europe (Coursera) https://www.coursera.org/learn/medieval-europe Perhaps no other relic of the European Middle Ages captures our imagination more than illuminated medieval manuscripts, or those documents decorated with images and colored pigments. Serving as windows unto a lost world of kings, ladies, faith, war, and culture, they communicate complex visual and textual narratives of Europe’s collective cultural heritage and patrimony. In this fashion, illuminated manuscripts are dynamic messages from our communal past that are still relevant today in fields l |
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Decision Making - How to Choose the Right Problem to Solve (Coursera) https://www.coursera.org/learn/decision-making-how-to-choose-the-right-problem-to-solve Life is full of problems. The question is, which problems do you try to solve first and how? Learn powerful decision-making methods and how to cultivate problem-solving skills for a range of issues we all face in the workplace and beyond. In this course, you’ll evaluate your current problem-solving approach and learn techniques that will sharpen your analytical and critical skills required to help you quickly resolve issues. Defining a problem is the first step to developing a solution and so |