Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
The Neuromarketing Toolbox
Doing marketing research by asking people has been a common method and does still have advantages. On the other hand, if you want insights into the non-conscious interpretations of a consumer’s decision, then you need other research tools in your research toolbox. Neuromarketing makes use of such an extended toolbox, containing both technical equipment and ways of doing experimental research. The goal for this course is to give you an overview of this fast developing toolbox ranging from simple web-camera, to eye-tracking, and to complicated brain-scanners.
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Course by
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Self Paced
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19 ساعات
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الإنجليزية
Engaging in Service Innovation and Management
This course is the continuation of "Introduction to Service Innovation and Management". If you have not yet taken "Introduction to Service Innovation and Management", it is recommended that you complete that course prior to this course. The foundational knowledge and project plan from the introduction are carried through in this deeper dive into service innovation and management. This course will give you tools to examine initial plans for healthcare service/process redesign.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
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 be able to: 1.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Transformer Models and BERT Model - Italiano
Questo corso ti introduce all'architettura Transformer e al modello BERT (Bidirectional Encoder Representations from Transformers). Scopri i componenti principali dell'architettura Transformer, come il meccanismo di auto-attenzione, e come viene utilizzata per creare il modello BERT. Imparerai anche le diverse attività per le quali può essere utilizzato il modello BERT, come la classificazione del testo, la risposta alle domande e l'inferenza del linguaggio naturale. Si stima che il completamento di questo corso richieda circa 45 minuti.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Server side JavaScript with Node.js
Have you ever wondered how you are able to do net banking or book a ticket online? Which technology is adopted for applications used in different businesses? Backend technology acts as a backbone to every web application. It typically includes all services, data interfaces and their core business logic. This course will introduce you to the Node.js environment and help you design and develop backend or server-side of the application. It also provides you with hands on coding exercises and will enable you to build JavaScript programs and test and execute them in the Node.js environment.
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Course by
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Self Paced
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32 ساعات
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الإنجليزية
Capstone Project: Advanced AI for Drug Discovery
In this capstone project course, we'll compare genome sequences of COVID-19 mutations to identify potential areas a drug therapy can look to target. The first step in drug discovery involves identifying target subsequences of theirs genome to target. We'll start by comparing the genomes of virus mutations to look for similarities. Then, we'll perform PCA to cut down our number of dimensions and identify the most common features. Next, we'll use K-means clustering in Python to find the optimal number of groups and trace the lineage of the virus.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
3D Reconstruction - Single Viewpoint
This course focuses on the recovery of the 3D structure of a scene from its 2D images. In particular, we are interested in the 3D reconstruction of a rigid scene from images taken by a stationary camera (same viewpoint). This problem is interesting as we want the multiple images of the scene to capture complementary information despite the fact that the scene is rigid and the camera is fixed.
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Course by
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11 ساعات
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الإنجليزية
ChatGPT Teach-Out
This Teach-Out introduces learners to artificial intelligence and explains how large language models and chatbots like ChatGPT work. You will better understand the ethical use of artificial intelligence, the implications of authorship, and how tools like ChatGPT might be utilized and regulated moving forward. ChatGPT launched in November 2022 in an effort to enhance natural language processing tasks like translation, text summarization, and text generation. Within five days of release, ChatGPT crossed 1 million users.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Gender and Sexuality: Diversity and Inclusion in the Workplace
What is sex? What is gender? What is sexuality? What do we mean by LGBTQIA? How are these concepts related to the workplace? How have our understandings of these terms changed over time, and how have these changes impacted work and culture? To help you answer these important questions, this course will introduce you to the exciting field of gender, sexuality, and women's studies, and to LGBTQIA identities. We will use a range of interdisciplinary concepts, tools, and methods to understand and analyze how identity shapes our experiences in culture and in the workplace.
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Course by
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Self Paced
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16 ساعات
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الإنجليزية
Creative Programming for Digital Media & Mobile Apps
This course is for anyone who would like to apply their technical skills to creative work ranging from video games to art installations to interactive music, and also for artists who would like to use programming in their artistic practice. This course will teach you how to develop and apply programming skills to creative work. This is an important skill within the development of creative mobile applications, digital music and video games.
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Course by
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Self Paced
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25 ساعات
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الإنجليزية
Teaching Science at University
This course will prepare you for teaching science in higher education. In this MOOC you will learn to make your knowledge as an excellent researcher accessible to your students. We will show you how to communicate science to novices as well as advanced students in science. You will experience the value of teaching with analogies and you will be guided to train your students' competences.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Fundamental Tools of Data Wrangling
Data wrangling is a crucial step in the data analysis process, as it involves the transformation and preparation of raw data into a suitable format for analysis. The "Fundamental Tools for Data Wrangling" course is designed to provide participants with essential skills and knowledge to effectively manipulate, clean, and analyze data. Participants will be introduced to the fundamental tools commonly used in data wrangling, including Python, data structures, NumPy, and pandas.
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Course by
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Self Paced
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27 ساعات
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الإنجليزية
Big-O Time Complexity in Python Code
In the field of data science, the volumes of data can be enormous, hence the term Big Data. It is essential that algorithms operating on these data sets operate as efficiently as possible. One measure used is called Big-…
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Algebra: Elementary to Advanced - Equations & Inequalities
This course is intended for students looking to create a solid algebraic foundation of fundamental mathematical concepts from which to take more advanced courses that use concepts from precalculus, calculus, probability, and statistics. This course will help solidify your computational methods, review algebraic formulas and properties, and apply these concepts model real world situations. This course is for any student who will use algebraic skills in future mathematics courses.
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
How to Use Blob Objects in Azure Storage Account like a Pro
An Azure storage account contains all your Azure Storage data objects, including blobs, file shares, queues, tables, and disks. The storage account provides a unique namespace for your Azure Storage data that's accessible from anywhere in the world over HTTP or HTTPS. Data in your storage account is durable and highly available, secure, and massively scalable.
In this project, you will learn how an Azure Storage Account works and how you can upload and manage blob objects as well as secure the objects, transfer data and manage the lifecycle of the objects.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Deploying a Fault-Tolerant Microsoft Active Directory Environment
This is a self-paced lab that takes place in the Google Cloud console. In this Qwiklab, you set up a redundant pair of Windows Domain Controllers (DC) with AD using a new Virtual Private Cloud (VPC) network and multiple subnets on Google Cloud Platform (GCP).
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
JavaScript Security Refreshers
This course is a Secure Javascript Programming Overview. It gives the student an introduction to JavaScript security and covers important topics like authentication best practices and refreshers on JavaScript, Web browsers and Node.js.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Security Governance & Compliance
Students are introduced to the field of cyber security with a focus on the domain of security & risk management. Topics include the fundamental concepts and goals of cybersecurity (the CIA triad), security governance design, the NIST cybersecurity framework, relevant laws and regulations, and the roles of policies, strategies, and procedures in cybersecurity governance.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Build a User Interface using Python Language
In this 1-hour long project-based course, you will learn how to (learning objective 1, learning objective 2, learning objective 3). Try to limit this to 400-500 characters.
Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Selective Laser Sintering and Metal Laser Powder Bed Fusion
Powder bed fusion is one of the additive manufacturing processes that has found the most application in functional part production. In this course we discuss this process in the context of polymers (selective laser sintering) and metals (laser powder bed fusion), with an emphasis on machine setup and post-processing. The necessary elements for each course are lecture videos, knowledge checks, and project completion. For additional information on certain topics, I've included supplemental readings and videos throughout various lessons that might enhance your knowledge.
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Course by
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Self Paced
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7 ساعات
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الإنجليزية
Conducting Exploratory Data Analysis
Conduct exploratory data analysis with a systematic approach to investigate different aspects of your data: comparisons, relationships, compositions, and distributions. This guided project gives you a framework so you can conduct your own exploratory data analysis and make your work more professional and organized. The language is Python and the libraries used are seaborn, pandas, and matplotlib.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Validating Your Strategy with Market Opportunity Navigator
By the end of this guided project, you will able to design and analyze the three important steps that are necessary for assessing your innovation’s market opportunities. You will know how the market opportunity navigator answers one of the most difficult questions any aspiring entrepreneur or innovator must ask: “which target market should I serve”? We will use the spreadsheet to sketch the market opportunity navigator, and conduct the analysis by working through the three worksheets.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Build, Train, and Deploy ML Pipelines using BERT
In the second course of the Practical Data Science Specialization, you will learn to automate a natural language processing task by building an end-to-end machine learning pipeline using Hugging Face’s highly-optimized implementation of the state-of-the-art BERT algorithm with Amazon SageMaker Pipelines. Your pipeline will first transform the dataset into BERT-readable features and store the features in the Amazon SageMaker Feature Store.
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
Understanding China, 1700-2000: A Data Analytic Approach, Part 2
The purpose of this course is to summarize new directions in Chinese history and social science produced by the creation and analysis of big historical datasets based on newly opened Chinese archival holdings, and to organize this knowledge in a framework that encourages learning about China in comparative perspective. Our course demonstrates how a new scholarship of discovery is redefining what is singular about modern China and modern Chinese history.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Value-Based Care: Managing Processes to Improve Outcomes
COURSE 3 of 7. This course is designed to introduce you to critical office-based processes that a value-based practice must manage in the drive towards improved patient outcomes. In Module 2, we’ll focus on office-based and clinical patient-based supporting functions. At every level in healthcare, guidelines, processes, and functions exist to improve outcomes, and following a consistent process will return the best effect. Refine your understanding of value and learn strategies to provide real assistance to patients to manage chronic diseases and navigate the complex healthcare system.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية