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Our Courses
Human Factors in AI
This third and final course of the AI Product Management Specialization by Duke University's Pratt School of Engineering focuses on the critical human factors in developing AI-based products. The course begins with an introduction to human-centered design and the unique elements of user experience design for AI products. Participants will then learn about the role of data privacy in AI systems, the challenges of designing ethical AI, and approaches to identify sources of bias and mitigate fairness issues.
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Course by
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Self Paced
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17 hours
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English
Luther and the West
In this course we will discuss the history of some ideas that have been hugely influential in the modern west and that were taken out to the rest of the world. The discussion centers on an extraordinary and historically important figure, a sixteenth century German man named Martin Luther. Luther is recognized today as the originator of many of the most significant ideas that continue to affect and shape who we as modern people are and how we see the world and ourselves for better and for worse.
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Course by
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Self Paced
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22 hours
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English
Renewable Energy Technology Fundamentals
Renewable energy is one of the fastest growing industries on the planet, with billions of dollars invested each year to meet international energy sustainability goals. This course will provide you with a solid foundation for understanding and deploying important renewable energy technologies such as wind and solar. In addition, you will come away with a good understanding of important energy storage technologies such as pumped hydro, batteries, and hydrogen.
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Course by
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Self Paced
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13 hours
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English
Implementing a Risk Management Framework
The ultimate destination for a security manager is the Chief Information Security Officer (or Chief Security Officer) a senior executive role responsible for all cybersecurity operations in the organization. But how do you get from entry-level IT or security employee to the CISO’s office and what do you need to know when you get there? This course examines the career path and requirements to be an effective CISO, as well as the roles and responsibilities of the position.
In this course, a learner will be able to:
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Course by
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Self Paced
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18 hours
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English
Introduction to Large Language Models - בעברית
זהו קורס מבוא ממוקד שבוחן מהם מודלים גדולים של שפה (LLM), איך משתמשים בהם בתרחישים שונים לדוגמה ואיך אפשר לשפר את הביצועים שלהם באמצעות כוונון של הנחיות. הוא גם כולל הסבר על הכלים של Google שיעזרו לכם לפתח אפליקציות בינה מלאכותית גנרטיבית משלכם.
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Course by
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Self Paced
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English
Finance for Startups
Finance is one of the key ingredients for successful startups. Many entrepreneurs, however, lack knowledge of finance. This course teaches basic financial knowledge needed in starting and operating startups to entrepreneurs or would-be entrepreneurs who did not major in finance. Students of this course will learn to read and understand financial statements such as balance sheets, income statements and cash flow statements. They will also practice simple financial planning of a startup. This course also covers the concept company valuation as well as how startups get funding.
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Course by
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Self Paced
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6 hours
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English
Getting Started with Pinterest
In this project, you will be able to set up an account on Pinterest, edit and customize your profile, identify Pinterest settings and some related options.
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Course by
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Self Paced
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3 hours
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English
Algebra: Elementary to Advanced - Polynomials and Roots
This course is the final course in a three part algebra sequence, In this course, students extend their knowledge of more advanced functions, and apply and model them using both algebraic and geometric techniques. This course enables students to make logical deductions and arrive at reasonable conclusions. Such skills are crucial in today's world. Knowing how to analyze quantitative information for the purpose of making decisions, judgments, and predictions is essential for understanding many important social and political issues.
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Course by
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Self Paced
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9 hours
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English
Create Animated Social Media Posts using Canva
By the end of this project, you will learn how to create an animated social media post using the free version of Canva.
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Course by
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Self Paced
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3 hours
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English
Flight Mechanics - Anemobarometry
This course focuses on the physics of the atmosphere and its consequences on speed and altitude measurements.
At the end of this course, you will understand precisely the meaning of the speed and altitude indication available to the pilot of an airplane. You will understand the difference between standard and actual atmosphere and be able to perform basic altitude and speed correction computations.
You will understand why jet airliners need to be pressurized, or why a clogged Pitot tube can mislead a pilot.
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Course by
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Self Paced
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7 hours
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English
Introduction to Bayesian Statistics
The objective of this course is to introduce Computational Statistics to aspiring or new data scientists. The attendees will start off by learning the basics of probability, Bayesian modeling and inference. This will be the first course in a specialization of three courses .Python and Jupyter notebooks will be used throughout this course to illustrate and perform Bayesian modeling. The course website is located at https://sjster.github.io/introduction_to_computational_statistics/docs/index.html.
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Course by
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Self Paced
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13 hours
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English
Machine Learning Using SAS Viya
This course covers the theoretical foundation for different techniques associated with supervised machine learning models. In addition, a business case study is defined to guide participants through all steps of the analytical life cycle, from problem understanding to model deployment, through data preparation, feature selection, model training and validation, and model assessment. A series of demonstrations and exercises is used to reinforce the concepts and the analytical approach to solving business problems.
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Course by
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Self Paced
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34 hours
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English
Process Forms with AI Model in Power Automate
Do you receive an extraordinary amount of job application emails every day? Moreover, do you have the time to screen and read each job applicant's email? How can you efficiently filter all candidate emails and forward qualified applicants to hiring committees? In this beginner-level guided project "Process Forms with AI Model in Power Automate", we will use a pre-created job application form and create a model that will extract data from the form.
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Course by
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Self Paced
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2 hours
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English
Linear SVM Classification(Soft Margin) -using Scikit Learn
Linear SVM Classification(Soft Margin) -using Scikit Learn
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Course by
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Self Paced
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3 hours
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English
Nuts and Bolts of U.S. Immigration Law
This course begins by exploring short term entry and long term entry into the United States. We will cover the various means of short term entry and long term entry, as well as the general application processes. We will also examine exclusion and deportation in the United States. In particular, we will discuss how and why individuals may not be admitted into the United States and possible reasons for deportation or removal. Lastly, we will cover the process of how to become a United States citizen and the various requirements for naturalization.
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Course by
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Self Paced
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10 hours
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English
Managing Threat Intelligence with Cortex XSOAR
This is a self-paced lab that takes place in the Google Cloud console. Work on a real life threat hunting scenario to learn how to successfully manage your threat intelligence data with Cortex XSOAR TIM and automate response actions using threat intel management playbooks.
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Course by
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Self Paced
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1 hour
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English
Causes of Racial Inequity in Healthcare
The second course of the Addressing Racial Health Inequity in Healthcare specialization you will journey through a survey of critical drivers of racial inequities in healthcare. These critical drivers need to be known in order to implement interventions that can achieve health equity.
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Course by
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Self Paced
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15 hours
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English
Data Manipulation at Scale: Systems and Algorithms
Data analysis has replaced data acquisition as the bottleneck to evidence-based decision making --- we are drowning in it. Extracting knowledge from large, heterogeneous, and noisy datasets requires not only powerful computing resources, but the programming abstractions to use them effectively. The abstractions that emerged in the last decade blend ideas from parallel databases, distributed systems, and programming languages to create a new class of scalable data analytics platforms that form the foundation for data science at realistic scales.
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Course by
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Self Paced
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20 hours
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English
Object-Oriented C++: Inheritance and Encapsulation
Code and run your first C++ program in minutes without installing anything!
This course is designed for learners with limited coding experience, providing a solid foundation of not just C++, but core Computer Science topics that can be transferred to other languages. The modules in this course cover inheritance, encapsulation, polymorphism, and other object-related topics. Completion of the prior 3 courses in this specialization is recommended.
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Course by
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Self Paced
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9 hours
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English
Non-Equilibrium Applications of Statistical Thermodynamics
Course 5 of Statistical Thermodynamics explores three different applications of non-equilibrium statistical thermodynamics.
The first is the transport behavior of ideal gases, with some discussion of transport in dense gases and liquids. It starts with simple estimates of the transport properties of an ideas gas. It then introduces the Boltzmann Equation and describes the Chapman-Enskog solution of that equation in order to obtain the transport properties. It closes with a discussion of practical sources of transport properties.
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Course by
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Self Paced
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8 hours
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English
Cloud Top Ten Risks
After completing the course, the student should be able to do the following:
● Associate lists of OWASP Top Ten Risks with major cloud cybersecurity risks.
● Apply appropriate cryptographic techniques to secure authentication mechanisms and cloud data.
● Identify the most effective strategies for resisting injection attacks, cross-site scripting attacks, and object deserialization attacks.
● Assess strategies to address risks posed by administrative failures, including misconfiguration, broken access control, vulnerable software components, and security monitoring.
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Course by
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Self Paced
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9 hours
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English
Transformer Models and BERT Model - בעברית
בקורס הזה נציג את הארכיטקטורה של טרנספורמרים ואת המודל של ייצוגים דו-כיווניים של מקודד מטרנספורמרים (BERT). תלמדו על החלקים השונים בארכיטקטורת הטרנספורמר, כמו מנגנון תשומת הלב, ועל התפקיד שלו בבניית מודל BERT. תלמדו גם על המשימות השונות שאפשר להשתמש ב-BERT כדי לבצע אותן, כמו סיווג טקסטים, מענה על שאלות והֶקֵּשׁ משפה טבעית. נדרשות כ-45 דקות כדי להשלים את הקורס הזה.
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Course by
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Self Paced
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English
Data Platform, Cloud Networking and AI in the Cloud
The Data Platform course aims to establish a strong foundation, and working knowledge of the fundamentals of data, including data mechanics, databases, and other foundational elements of data processing. This course will drill into the specific data management elements including relational taxonomy of data, data lifecycle and fundamentals databases and data processing and analysis. The course also covers the relevance of IA with respect to data in the cloud.
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Course by
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Self Paced
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7 hours
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English
Visualizing static networks with R
In daily life, our connections with family and friends form our social networks.
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Course by
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Self Paced
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4 hours
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English
Developments of structural dynamics
This course is devoted to the dynamic implementation of continuous structural elements vs discrete models. The matrix representation and implicit solution of Lagrange’s equation are at the heart of this approach, in the framework of conservative structural systems, with Gaussian modes.
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Course by
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Self Paced
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10 hours
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English