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دوراتنا
Terraform Basics: Automate Provisioning of AWS EC2 Instances
In this Guided Project, you will do a quick tour of Terraform, one of the most popular tools used by DevOps teams to automate infrastructure tasks. Terraform's main appeal is that we just declare what our infrastructure should look like, and the tool will decide which actions must be taken to “materialize” that infrastructure.
By the end of this project, you will have learnt how to automate your infrastructure with Terraform. This project will also prepare you with hands-on knowledge for automatically provisioning AWS EC2 server instances using Terraform scripts.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Immunology: Immune Failures and Cancer Immunology
Our immune system is a powerful network. It protects us from external threats, such as harmful substances and pathogenic agents, as well as cellular changes which could lead to diseases. Complications emerge when our natural defences do not function properly, which can result in immune disorders. These can take the form of less severe issues such as insect allergy. Others are more harmful, such as auto aggressive immune reactions, that lead to localised or systemic tissue damage.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Predict Employee Turnover with scikit-learn
Welcome to this project-based course on Predicting Employee Turnover with Decision Trees and Random Forests using scikit-learn. In this project, you will use Python and scikit-learn to grow decision trees and random forests, and apply them to an important business problem. Additionally, you will learn to interpret decision trees and random forest models using feature importance plots. Leverage Jupyter widgets to build interactive controls, you can change the parameters of the models on the fly with graphical controls, and see the results in real time!
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
FinTech Risk Management
This course “FinTech Risk Management” help you understand risk management and corporate governance in finance industry with the disruption by FinTech and RegTech.
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Course by
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Self Paced
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15 ساعات
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الإنجليزية
Google Cloud Pub/Sub: Qwik Start - Python
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn about Pub/Sub and how to create a topic and subscriber with a Python script, and then publish and view messages. Watch the short video Simplify Event Driven Processing with Cloud Pub/Sub.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Mountains 101
Mountains 101 is a broad and integrated overview of the mountain world. This 12-lesson course covers an interdisciplinary field of study focusing on the physical, biological, and human dimensions of mountain places in Alberta, Canada, and around the world.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
Key Concepts in Organizational DE&I
Key Concepts in Organizational DE&I is the second course of a four-course series and explores the foundational principles of DE&I and how they often impact decision-making within organizations. While these concepts are common, this course presents them through the unique lens of an equal opportunity professional with experience resolving complaints of discrimination and delivering DE&I programming to influence organizational culture and policy. By the end of this course, you will able to: 1.
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Course by
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Self Paced
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5 ساعات
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الإنجليزية
The Influence of Social Context on Health
Why are some groups healthier than others, and how do these differences emerge and persist over the life course? How do social policies (e.g., housing, transportation, employment) relate to health and health inequalities? Why are there health disparities even in countries that have free universal health care?
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Course by
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Self Paced
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20 ساعات
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الإنجليزية
Encouraging Student Growth with Teach Your Monster to Read
By the end of this project, you will be fluent at using Teach Your Monster to Read to engage young readers and support their reading development. Young readers will travel through an interactive and engaging world as they begin with letters and sounds and complete their journey as Champion Readers. Teachers can even connect parents to student accounts so that student success can be celebrated by everyone.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Emotional Intelligence: Cultivating Immensely Human Interactions
This course is a multi-media exploration into important intra- and interpersonal skills required for Emotional Intelligence. Professors Sanchez-Burks and Alexander teach a model that brings together all of the areas that are necessary to improve and take skills in the interpersonal space to the next level. People call these ‘soft skills’ when in fact they are the hardest part of great leadership and the biggest contributor to team success.
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Course by
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Self Paced
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20 ساعات
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الإنجليزية
Hacking COVID-19: Metabolic Pathway Analysis Yields SARS-CoV-2 Drug Targets
Pathway Bioinformatics is a subfield of Bioinformatics that is concerned with computationally deriving functional insights from genomic data through analysis of molecular networks. This course will present principles and techniques from Pathway Bioinformatics, and will apply these methodologies to the search for drug targets for SARS-CoV-2. The course will begin by discussing motivations for Pathway Bioinformatics, and by presenting an overview of metabolism and of metabolic pathways. Next it will discuss machine representation of pathway data, and methods for pathway visualization.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Vertex AI Tabular Data: Qwik Start
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to build a binary classification model from tabular data using Vertex AI.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Protect and Grow Your Freelancing Business
The fourth course in the Building Your Freelancing Career specialization includes an overview of laws surrounding freelance work and how to navigate them, how to prepare for taxes, intellectual property considerations, and how to protect one's work through legally sound contracts and agreements. CalArtians who do not see a "Sponsored by CalArts" notice when enrolling are encouraged to access this course and the specialization by joining through the Coursera for CalArts program linked in the course/specialization FAQ.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Named Entity Recognition using LSTMs with Keras
In this 1-hour long project-based course, you will use the Keras API with TensorFlow as its backend to build and train a bidirectional LSTM neural network model to recognize named entities in text data. Named entity recognition models can be used to identify mentions of people, locations, organizations, etc. Named entity recognition is not only a standalone tool for information extraction, but it also an invaluable preprocessing step for many downstream natural language processing applications like machine translation, question answering, and text summarization.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Company Reports: Understanding Form 10-K
In this 1-hour long project-based course, you will learn how to read and interpret the main financial statements and access company performance data through SEC filings. We well be working of the Form 10-K of Apple Inc., and will see the Apple Inc.'s financial performance for 2019. Being able to read and interpret Form 10-K is an essential skill for any financial or equity research analyst.
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
Corporate Finance Essentials II
This course picks up where Corporate Finance Essentials left, addressing other corporate finance issues not addressed in the previous course, such as market efficiency, bonds, stocks, capital structure, and dividend policy. This course will help you to: ● Understanding the concept of market efficiency.
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Course by
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Self Paced
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8 ساعات
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الإنجليزية
Python and Machine Learning for Asset Management
This course will enable you mastering machine-learning approaches in the area of investment management. It has been designed by two thought leaders in their field, Lionel Martellini from EDHEC-Risk Institute and John Mulvey from Princeton University.
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Course by
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Self Paced
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16 ساعات
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الإنجليزية
Project Management: Creating the Precedence Network Diagram
In this guided project you will learn how to build a precedence network diagram. You will start with a WBS (see Guided Project: Creating a WBS, for how to create one), and decompose the work packages (lowest elements in the WBS) into the necessary activities. You will order the activities based on the logic of the work, and decide which can be done in parallel and which have to be done in sequence, because of dependencies. You will consider the different types of task relationships and use them as necessary.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Planning with Climate Change in Mind
This course focuses on the climate impacts occurring and expected to occur across the United States. Our approach will be regional and sectoral, with consideration of impacts on water resources, transportation, energy, agriculture, forests, health, and coastal/marine resources. We will also look at how you can apply information about climate risks to motivate climate action in your household, in your community, or in your workplace.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
ELL Success in the Content Classroom: Capstone Project
As teachers, it is so important to have a plethora of resources to draw upon for modification for specific students and classroom contexts. In this capstone project, you are tasked with applying the concepts learned throughout the specialization, to create your own toolbox designed with the ELL in Mind. In this two-part capstone, you will first create an annotated lesson plan comprising both formative and summative assessments. The lesson plan will include any modified materials for ELLs such as graphic organizers or writing frames pertinent to the lesson's activities.
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Course by
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Self Paced
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15 ساعات
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الإنجليزية
Setting Clear Expectations
Welcome to Leading StandOut Teams: Setting Clear Expectations. This course will explore how to follow the practice shared by the world’s best team leaders - frequent 1:1s. We'll take a look at how to provide clarity to your team about their roles, and then explore how you as a team leader can provide the information people need to do their jobs well — not just data and guidance, but also your observations about where they’re at their best. By the end of the course, you will be able to: - Construct effective check-ins with team members. - Compare feedback vs. Coaching.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Battery Comparison, Manufacturing, and Packaging
Battery comparison, Manufacturing, and Packaging: In this course, you’ll identify components of battery management systems including electrical and thermal protections, cell balancing, state of charge and state of health estimation.
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Course by
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Self Paced
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8 ساعات
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الإنجليزية
Experimental Methods in Systems Biology
Learn about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass cytometry and live-cell imaging. A key driver of the systems biology field is the technology allowing us to delve deeper and wider into how cells respond to experimental perturbations. This in turns allows us to build more detailed quantitative models of cellular function, which can give important insight into applications ranging from biotechnology to human disease.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
Quantum Mechanics
Course 2 of Statistical Thermodynamics presents an introduction to quantum mechanics at a level appropriate for those with mechanical or aerospace engineering backgrounds. Using a postulatory approach that describes the steps to follow, the Schrodinger wave equation is derived and simple solutions obtained that illustrate atomic and molecular structural behavior. More realistic behavior is also explored along with modern quantum chemistry numerical solution methods for solving the wave equation.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
An Introduction to Accessibility and Inclusive Design
This course introduces some of the fundamental principles of accessibility and prepares learners for further study in accessibility and inclusive design. Learners will have an opportunity to explore the major types of disabilities and related assistive technology and adaptive strategies, the most salient contours of the legal landscape, and the major principles that guide universal design and accessible content creation.
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Course by
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Self Paced
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15 ساعات
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الإنجليزية