Coursera Courses |
|
Applied ChatGPT for Cybersecurity (Coursera) https://www.coursera.org/learn/chatgpt-for-cybersecurity There's a lot of talk about good and bad use of ChatGPT, but in this course we will dig into using ChatGPT to do some hands on introductory SOC analyst/incident response work, starting with basic packet analysis and moving to basic reverse engineering of a piece of malware. ChatGPT will be our guide as we do simple and intermediate level Wireshark packet analysis. We will reconstruct an entire attack and exfiltration campaign, then determine the exact commands used by the attacker. This work usu |
|
Applied Computational Fluid Dynamics (Coursera) https://www.coursera.org/learn/applied-computational-fluid-dynamics If you’re reading this, you’re likely interested in exploring applied computational fluid dynamics (CFD) using the Simcenter STAR-CCM+ software or another CFD tool. This course can be a first step in improving your job performance and furthering your career or educational trajectory. We’ve created this course to help you use the knowledge of flow physics and computational fluid dynamics to obtain quality solutions of flow and heat transfer problems most efficiently. This course is not about in |
|
Applied Data Science Capstone (Coursera) https://www.coursera.org/learn/applied-data-science-capstone This is the final course in the IBM Data Science Professional Certificate as well as the Applied Data Science with Python Specialization. This capstone project course will give you the chance to practice the work that data scientists do in real life when working with datasets. In this course you will assume the role of a Data Scientist working for a startup intending to compete with SpaceX, and in the process follow the Data Science methodology involving data collection, data wrangling, explo |
|
Applied Data Science for Data Analysts (Coursera) https://www.coursera.org/learn/applied-data-science-for-data-analysts In this course, you will develop your data science skills while solving real-world problems. You'll work through the data science process to and use unsupervised learning to explore data, engineer and select meaningful features, and solve complex supervised learning problems using tree-based models. You will also learn to apply hyperparameter tuning and cross-validation strategies to improve model performance. NOTE: This is the third and final course in the Data Science with Databricks for Data |
|
Applied Machine Learning in Python (Coursera) https://www.coursera.org/learn/python-machine-learning This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit through a tutorial. The issue of dimensionality of data will be discussed, and the task of clustering data, as well as evaluating those clusters, will be tackled. Supervised approaches for creating |
|
Applied Plotting, Charting & Data Representation in Python (Coursera) https://www.coursera.org/learn/python-plotting This course will introduce the learner to information visualization basics, with a focus on reporting and charting using the matplotlib library. The course will start with a design and information literacy perspective, touching on what makes a good and bad visualization, and what statistical measures translate into in terms of visualizations. The second week will focus on the technology used to make visualizations in python, matplotlib, and introduce users to best practices when creating basic c |
|
Applied Public History: Places, People, Stories (Coursera) https://www.coursera.org/learn/uol-public-history This course introduces learners to applied public history: understanding and interpreting the past today, and engaging diverse communities in the practice of making and sharing histories. The course draws on project case studies, expert insights and diverse perspectives to model exciting approaches to researching and sharing the history of places and people. Learners will develop a toolkit to apply in their own practice, by participating in discussion, quizzes, creative activities and mini maste |
|
Applied Social Network Analysis in Python (Coursera) https://www.coursera.org/learn/python-social-network-analysis This course will introduce the learner to network analysis through tutorials using the NetworkX library. The course begins with an understanding of what network analysis is and motivations for why we might model phenomena as networks. The second week introduces the concept of connectivity and network robustness. The third week will explore ways of measuring the importance or centrality of a node in a network. The final week will explore the evolution of networks over time and cover models of net |
|
Applied Text Mining in Python (Coursera) https://www.coursera.org/learn/python-text-mining This course will introduce the learner to text mining and text manipulation basics. The course begins with an understanding of how text is handled by python, the structure of text both to the machine and to humans, and an overview of the nltk framework for manipulating text. The second week focuses on common manipulation needs, including regular expressions (searching for text), cleaning text, and preparing text for use by machine learning processes. The third week will apply basic natural langu |
|
Apply Generative Adversarial Networks (GANs) (Coursera) https://www.coursera.org/learn/apply-generative-adversarial-networks-gans In this course, you will: - Explore the applications of GANs and examine them wrt data augmentation, privacy, and anonymity - Leverage the image-to-image translation framework and identify applications to modalities beyond images - Implement Pix2Pix, a paired image-to-image translation GAN, to adapt satellite images into map routes (and vice versa) - Compare paired image-to-image translation to unpaired image-to-image translation and identify how their key difference necessitates different GAN a |
|
Applying Data Analytics in Accounting (Coursera) https://www.coursera.org/learn/applying-data-analytics-accounting This course explores business analytic applications in accounting. First, it presents a survey of technology topics in accounting, including process mining, blockchain and applications in audit, tax, and assurance. Next, the course explores visualization and basic analytics in audit and control testing using R and Alteryx. Next, the course examines the uses of text analysis in accounting and conducts text analysis using R and RStudio. Finally, the course examines robot process automation in gene |
|
Applying Data Analytics in Finance (Coursera) https://www.coursera.org/learn/applying-data-analytics-business-in-finance This course introduces an overview of financial analytics. You will learn why, when, and how to apply financial analytics in real-world situations. You will explore techniques to analyze time series data and how to evaluate the risk-reward trade off expounded in modern portfolio theory. While most of the focus will be on the prices, returns, and risk of corporate stocks, the analytical techniques can be leverages in other domains. Finally, a short introduction to algorithmic trading concludes th |
|
Applying Data Analytics in Marketing (Coursera) https://www.coursera.org/learn/applying-data-analytics-business-in-marketing This course introduces students to marketing analytics through a wide range of analytical tools and approaches. We will discuss causal analysis, survey analysis using regression, textual analysis (sentiment analysis), and network analysis. This course aims to provide the foundation required to make better marketing decisions by analyzing multiple types of data related to customer satisfaction. |
|
Applying Investment Decision Rules for Startups (Coursera) https://www.coursera.org/learn/capital-budgeting In the previous course, you learned financial statement analysis and how to make estimate of future financial status. In this course, you are going to learn capital budgeting. That is, how to make an investment decision. You would like to select the best project among various projects you can take. Then, you need to know the criteria. In this course, you are going to learn investment decision criteria such as NPV and IRR, which are most popular decision rules. Using financial analysis and discou |
|
Applying Machine Learning to your Data with Google Cloud (Coursera) https://www.coursera.org/learn/data-insights-gcp-apply-ml In this course, we define what machine learning is and how it can benefit your business. You'll see a few demos of ML in action and learn key ML terms like instances, features, and labels. In the interactive labs, you will practice invoking the pretrained ML APIs available as well as build your own Machine Learning models using just SQL with BigQuery ML. |
|
Applying Python for Data Analysis (Coursera) https://www.coursera.org/learn/applying-python-for-data-analysis This course is perfect for data analysts, business professionals, and anyone looking to level up their Python skills using Pandas. Participants will dive deep into Pandas to gain expertise in data manipulation, cleaning, and analysis, turning raw data into actionable insights. Python is the Goliath behind giants. We're talking Google, NASA, Netflix—all harnessing its power for web development, data crunching, AI, and more. And Python isn’t just popular; it’s a powerhouse. Dominating as the fas |
|
Applying to College 101 (Coursera) https://www.coursera.org/learn/applying-to-college-101 Applying to College 101 empowers learners of all backgrounds to demystify and better understand the college search and selection process, combining the expertise of an Ivy League admissions office and a leading college access and success organization. Led by expert educators, including Whitney Soule, Dean of Admissions at the University of Pennsylvania, and Dr. Sean Vereen and Sara Woods, Co-presidents of Heights Philadelphia, this free course will help students, family members, college counselo |
|
Applying to U.S. Universities (Coursera) https://www.coursera.org/learn/study-in-usa “It depends.” That is what you’ll hear when asking about the U.S. university admission process. With over 4,000 universities in the United States and no standard application system, the U.S. admission process can be confusing for everyone, but especially for students applying from other countries. This course will help international students (non-U.S. citizens) and non-native English speakers navigate the U.S. university admission process by offering practical information about the documents |
|
https://www.coursera.org/learn/apprendre-comment-apprendre Ce cours vous offre un accès facile aux méthodes d’apprentissage appréciées et utilisées par des experts de différentes disciplines dont les arts, la littérature, les mathématiques, les sciences et les sports. Vous y apprendrez comment le cerveau apprend en utilisant deux modes de pensée très différents et comment il encode l’information, une étape essentielle à la maîtrise de tout sujet. Vous en apprendrez davantage sur plusieurs défis importants qui concernent l’apprentissage dont l'Einstellu |
|
Approaching Music Theory: Melodic Forms and Simple Harmony (Coursera) https://www.coursera.org/learn/melodic-forms-simple-harmony This course is about how music works. It is about the relationship between the technical and aesthetic details of music. It is also about how developing a meaningful theoretical vocabulary can help you think and talk about musical style, and how learning that vocabulary can expand your appreciation for music. In this course you will learn music theory not by looking at theory itself, but by listening to, looking at, and—yes!—writing your own musical examples. By hearing, seeing, and writing you |
|
Approximation Algorithms (Coursera) https://www.coursera.org/learn/approximation-algorithms Many real-world algorithmic problems cannot be solved efficiently using traditional algorithmic tools, for example, because the problems are NP-hard. The goal of the Approximation Algorithms course is to become familiar with important algorithmic concepts and techniques needed to effectively deal with such problems. These techniques apply when we don't require the optimal solution to certain problems, but an approximation that is close to the optimal solution. We will see how to efficiently find |
|
Approximation Algorithms and Linear Programming (Coursera) https://www.coursera.org/learn/linear-programming-and-approximation-algorithms This course continues our data structures and algorithms specialization by focussing on the use of linear and integer programming formulations for solving algorithmic problems that seek optimal solutions to problems arising from domains such as resource allocation, scheduling, task assignment, and variants of the traveling salesperson problem. Next, we will study algorithms for NP-hard problems whose solutions are guaranteed to be within some approximation factor of the best possible solutions. |
|
Approximation Algorithms Part I (Coursera) https://www.coursera.org/learn/approximation-algorithms-part-1 Approximation algorithms, Part I How efficiently can you pack objects into a minimum number of boxes? How well can you cluster nodes so as to cheaply separate a network into components around a few centers? These are examples of NP-hard combinatorial optimization problems. It is most likely impossible to solve such problems efficiently, so our aim is to give an approximate solution that can be computed in polynomial time and that at the same time has provable guarantees on its cost relative to |
|
Approximation Algorithms Part II (Coursera) https://www.coursera.org/learn/approximation-algorithms-part-2 Approximation algorithms, Part 2 This is the continuation of Approximation algorithms, Part 1. Here you will learn linear programming duality applied to the design of some approximation algorithms, and semidefinite programming applied to Maxcut. By taking the two parts of this course, you will be exposed to a range of problems at the foundations of theoretical computer science, and to powerful design and analysis techniques. Upon completion, you will be able to recognize, when faced with a new |
|
Approximation Methods (Coursera) https://www.coursera.org/learn/approximation-methods This course can also be taken for academic credit as ECEA 5612, part of CU Boulder’s Master of Science in Electrical Engineering degree. This course teaches commonly used approximation methods in quantum mechanics. They include time-independent perturbation theory, time-dependent perturbation theory, tight binding method, variational method and the use of finite basis set. In each case, a specific example is given to clearly show how the method works. At the end of this course learners will b |
|
Aprenda a ensinar programação com o Programaê! (Coursera) https://www.coursera.org/learn/programae O curso "Aprenda a ensinar programação com o Programaê!" tem como objetivo apoiar professores no desenvolvimento de suas aulas com o ‘Programaê!’, um movimento que quer aproximar a programação do cotidiano de jovens de todo o Brasil por meio de um portal prático, agregador de ideias, soluções, dicas e planos de aula estruturados para professores. Você não precisa ser programador ou entender de programação para fazer este curso! Nosso público-alvo são profissionais da educação (formal e não form |
|
https://www.coursera.org/learn/aprender Este curso dá-lhe acesso fácil a técnicas de aprendizagem de valor inestimável, usadas por especialistas em Arte, Música, Literatura, Matemática, Ciência, Esportes e muitas outras disciplinas. Vamos aprender sobre a forma como o cérebro usa dois modos de aprendizagem muito diferentes e como ele encapsula (em "pedaços") informações. Também vamos falar sobre ilusões de aprendizagem, técnicas de memória, lidar com a procrastinação, e as melhores práticas apresentadas pela investigação a ser mais e |
|
https://www.coursera.org/learn/aprendo ¿Quieres conocer tus recursos y niveles de desempeño relacionadas con tu proceso de aprender? ¿Te interesa desarrollar habilidades para aprender más y mejor? En APRENDER conocerás y pondrás en práctica, de forma sencilla y práctica, resultados de investigación recientes sobre los procesos de lectura, almacenamiento de información, recuperación de recuerdos y velocidad de procesamiento. Así, podrás utilizar, de forma eficiente, estrategias y técnicas muy útiles en tu vida académica, profesional |
|
Aprender a ser cuidador de personas con condiciones crónicas (Coursera) https://www.coursera.org/learn/cuidando-a-los-cuidadores Este curso está diseñado para personas interesadas en desarrollar habilidades en el cuidado de los cuidadores, independientemente de si tiene o no formación en el área de la salud. A lo largo de la formación, los participantes aprenderán a abordar las realidades del rol de los cuidadores, bien sea para mejorar su bienestar, reducir la carga emocional y física que enfrentan, o por interés académico. Ante el crecimiento de condiciones crónicas y la creciente demanda de cuidados, este curso pone de |
|
Aprendiendo a Aprender (Coursera) https://www.coursera.org/learn/aprendiendo-a-aprender-ie Con el propósito de desarrollar habilidades y herramientas mentales que favorecen el aprendizaje, Aprendiendo a Aprender busca ayudar a los participantes a dominar temas complejos y difíciles; además de motivarlos a continuar aprendiendo a lo largo de la vida. Aprendiendo a Aprender se encuentra divido en cuatro grandes módulos: en el primero, se explica en qué consiste realmente aprender, qué pasa en el cerebro cuando aprendemos, el rol de la memoria, la práctica regular, y el hecho de que, du |
|
Aprendiendo a aprender para jóvenes (Coursera) https://www.coursera.org/learn/aprendiendo-a-aprender-para-jovenes Aprender a aprender para Jóvenes es para ti, para darte una visión práctica de cómo aprender más profundamente y con menos frustración. Las lecciones de este curso pueden ayudarte a aprender muchos temas y habilidades diferentes. Tanto si te gustan los idiomas como las matemáticas, la música o la física, la psicología o la historia, te divertirás mucho y aprenderás MUCHO sobre cómo aprender. |
|
https://www.coursera.org/learn/aprendiendo-a-aprender Este curso te brinda acceso a invaluables técnicas de aprendizaje utilizadas por expertos en arte, música, literatura, matemáticas, ciencia, deportes y muchas otras disciplinas. Aprenderemos cómo el cerebro utiliza dos modos de aprendizaje muy distintos y cómo encapsula (“fragmenta”) la información. También hablaremos sobre ilusiones de aprendizaje, técnicas de memoria, cómo ocuparse de la procrastinación y las mejores prácticas, según lo demuestra la investigación, para ayudarte a dominar los t |
|
Aprendizaje de las matemáticas de primaria (Coursera) https://www.coursera.org/learn/aprendizaje-matematicas-primaria En este segundo curso de acceso gratuito* del programa especializado Educación Matemática para profesores de primaria, conocerás las cuestiones particulares sobre el aprendizaje de las matemáticas y las dificultades y los errores más frecuentes que tienen que enfrentar los estudiantes al aprenderlas. El curso tiene una duración aproximada de seis semanas, con una dedicación promedio de 4 horas semanales. Todas las evaluaciones tienen retroalimentación y podrás descargar la mayoría de los recurs |
|
Aprendizaje, primera infancia y desarrollo de habilidades (Coursera) https://www.coursera.org/learn/aprendizaje-primera-infancia-y-desarrollo-de-habilidades En este curso exploraremos los fundamentos esenciales que conectan el desarrollo infantil temprano con la educación, así como el desarrollo de habilidades en el sistema educativo y su relevancia en el mundo laboral. Este curso está diseñado especialmente para directores y profesores de establecimientos de educación infantil, primaria y secundaria. También es ideal para padres de niños que asisten a estos niveles educativos en América Latina y el Caribe, brindándoles una comprensión profunda de |
|
https://www.coursera.org/learn/aprendizajes-en-ingeniera-y-agricultura En la sociedad actual con un ritmo acelerado de vida, mantener las plantas, cultivos o huertos domésticos resulta ser una tarea difícil, debido a que los suelos se secan por falta de hidratación o exceso de ella. Para evitar esto, este curso, enseñará a diseñar, construir e implementar un sistema de riego automatizado que una la ingeniería, la agricultura y las ciencias de la computación en un proyecto que permita solucionar esta problemática. En el curso utilizarás Arduino, el cual permite tra |
|
Aprovechar el Diseño para Detectar Oportunidades de Negocio (Coursera) https://www.coursera.org/learn/aprovechar-el-diseno-para-detectar-oportunidades-de-negocio- El objetivo de este curso es ayudarte a evaluar la importancia del diseño y la responsabilidad de los diseñadores. Examinará el papel cada vez mayor del diseño y las herramientas que lo ayudan a crecer. Analizaremos cómo los marcos de diseño pueden ayudar a encontrar oportunidades y enmarcar declaraciones de problemas. Finalmente, aprenderá a evaluar oportunidades, experiencias mediante el uso de un Lean Canvas. Para tener éxito en este curso, usted debe ser un profesional con al menos 2-3 años |
|
AR (Augmented Reality) & Video Streaming Services Emerging Technologies (Coursera) https://www.coursera.org/learn/ar-technologies-video-streaming Welcome to the course “Augmented Reality & Video Service Emerging Technologies.” The level of AR (Augmented Reality) and advanced video & multimedia technology included in a product is what determines the level of value and luxury. The objective of this course is to teach all important technologies that are used in state-of-the-art AR, Skype, and YouTube video and multimedia products and services. This includes the advanced video and real-time multimedia delivery mechanisms based on H.264/MPEG-4 |
|
AR in marketing using Meta Spark (Coursera) https://www.coursera.org/learn/ar-in-marketing-using-meta-spark This course prepares you for a career using AR in marketing. You will learn how AR is used for marketing purposes as well as processes, guidelines, and best practices for creating AR effects. While this course focuses on creating AR effects using Meta Spark, the skills you will build apply to many other similar tools. By the end of this course, you will be able to: - List the capabilities and limitations of Meta Spark. - Install, set-up, and configure your work environment. - Explain the dif |
|
Arabic for Beginners: Arabic Alphabet and Phonology (Coursera) https://www.coursera.org/learn/arabic-for-beginners-1-arabic-alphabet-and-phonology The Arabic specialization is intended for learners with little to no prior knowledge of Arabic. The specialization focuses on providing learners with a well-rounded understanding of the language. Firstly, learners will master the recognition and identification of the Arabic Alphabet and numbers, laying the foundational skills essential for effective communication. Furthermore, learners will delve into the nuances of gender-specific language by distinguishing between the feminine and masculin |
|
Arabic for Beginners: Arabic in the Workplace (Coursera) https://www.coursera.org/learn/arabic-for-beginners-3-arabic-in-the-workplace This course is the third and last of a three-course specialization in elementary Arabic. This course delves into Modern Standard Arabic in various settings in real-life situations, including education, workplace, technology, sports, and more. At the end of this last course, the students will be tested on their summative, comprehensive Arabic skills to assess their competency in Modern Standard Arabic. |
|
Arabic for Beginners: Communicating in Arabic Culture (Coursera) https://www.coursera.org/learn/arabic-for-beginners-2-communicating-in-arabic-culture This course is the second of a three-course specialization in elementary Arabic. Communicating in Arabic Culture begins with specifically delving into terms related to education and school-related terminology. Speaking Arabic as a second language in a culturally and internationally diverse workspace can offer significant rewards. Furthermore, proficiency in Arabic becomes exceptionally valuable when traveling to or working in Arabic-speaking countries, particularly in situations involving fina |
|
Arch of Titus: Rome and the Menorah (Coursera) https://www.coursera.org/learn/archoftitus The Arch of Titus: Rome and the Menorah explores one of the most significant Roman monuments to survive from antiquity, from the perspectives of Roman, Jewish and later Christian history and art. The Arch of Titus commemorates the destruction of Jerusalem by the emperor Titus in 70 CE, an event of pivotal importance for the history of the Roman Empire, of Judaism, of Christianity and of modern nationalism. Together with your guide, Professor Steven Fine, you will examine ancient texts and ar |
|
https://www.coursera.org/learn/archaeoastronomy Archaeoastronomy is the “science of stars and stones”. It is an interdisciplinary science in between architecture, archaeology, and astronomy. It studies the relationships between the ancient monuments and the sky, in order to gain a better understanding of the ideas of the architects of the past and of their religious and symbolic world. The course provides the first complete, easy introduction to this fascinating discipline. During the course, many spectacular ancient sites of archaeology – s |
|
Archaeology and Heritage of Africa (Coursera) https://www.coursera.org/learn/archaeology-heritage-africa This course was funded by the German Foreign Office and developed by the German Archaeological Institute (DAI), in collaboration with the Universitat Autònoma de Barcelona (UAB), the Interdisciplinary Center for Archaeology and Evolution of Human Behavior (ICArEHB) in Portugal, and the Eduardo Mondlane University in Mozambique, with input from experts around the world. Africa has a rich cultural heritage spanning tens of thousands of years, including the earliest known fossils of our hominin anc |
|
Architecting and Installing the Apigee Hybrid API Platform (Coursera) https://www.coursera.org/learn/fundamentals-installation-of-apigee-hybrid-api-platform This course introduces you to the fundamentals and practices used to install and manage Google Cloud's Apigee API Platform for hybrid cloud. Through a combination of lectures, a hands-on lab, and supplemental materials, you will learn how to install and operate the Apigee API Platform. |
|
Architecting Smart IoT Devices (Coursera) https://www.coursera.org/learn/iot-architecture The Architecting Smart IoT Devices course will teach you how to develop an embedded systems device. In order to reduce the time to market, many pre-made hardware and software components are available today. You'll discover all the available hardware and software components, such as processor families, operating systems, boards, and networks. You'll also learn how to use and integrate these components. At the end of the course, you will be ready to start architecting and implementing your own em |
|
Architecting Solutions on AWS (Coursera) https://www.coursera.org/learn/architecting-solutions-on-aws Are you looking to get more technical? Are you looking to begin working in the cloud, but don’t know where to go next? Are you looking to up your game by prepping for the AWS Solutions Architect Associate Exam? Do you see yourself as a cloud consultant, but can’t quite envision how your days would be? Are you puzzled how to match a customer’s requirements with the right AWS services/solutions? If so, you are in the right place!! You’ll learn how to plan, think, and act like a Solution Architect |
|
Architecting with Google Kubernetes Engine: Foundations en Español (Coursera) https://www.coursera.org/learn/foundations-google-kubernetes-engine-gke-es En este curso, “Architecting with Google Kubernetes Engine: Foundations”, obtendrá información sobre el diseño y los principios de Google Cloud, además de una introducción a la creación y administración de contenedores de software y a la arquitectura de Kubernetes. Este es el primer curso de la serie Architecting with Google Kubernetes Engine. Después de completarlo, inscríbase en el curso Architecting with Google Kubernetes Engine: Workloads. |
|
Architecting with Google Kubernetes Engine: Foundations 日本語版 (Coursera) https://www.coursera.org/learn/foundations-google-kubernetes-engine-gke-jp "このコース「Architecting with Google Kubernetes Engine: Foundations」では、Google Cloud の全体像と基本的な考え方を確認した後、ソフトウェア コンテナを作成して管理する方法と Kubernetes のアーキテクチャについて説明します。 これは「Architecting with Google Kubernetes Engine」シリーズの最初のコースです。このコースを修了したら、「Architecting with Google Kubernetes Engine: Workloads」コースに登録してください。" |
|
Architecting with Google Kubernetes Engine: Production (Coursera) https://www.coursera.org/learn/deploying-secure-kubernetes-containers-in-production In this course, you'll learn about Kubernetes and Google Kubernetes Engine (GKE) security; logging and monitoring; and using Google Cloud managed storage and database services from within GKE. This is the second course of the Architecting with Google Kubernetes Engine series. After completing this course, enroll in the Reliable Google Cloud Infrastructure: Design and Process course or the Hybrid Cloud Infrastructure Foundations with Anthos course. |