Generative AI for Business Leaders
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How Google does Machine Learning
دوراتنا
Custom Attribution Modeling with Google Analytics
In this 1-hour long project-based course, you will learn how to build and share a custom attribution model in Google Analytics, understand attribution modeling, export and import data for elaboration outside of Analytics platform.
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
Electrodynamics: Analysis of Electric Fields
This course is a continuation of Electrodynamics: An Introduction. Here, we will cover different methods of calculating an electric field. In addition, we will introduce polarization, dielectrics, and how electric fields create dipoles.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
Data Science Fundamentals
This specialization demystifies data science and familiarizes learners with key data science skills, techniques, and concepts. The course begins with foundational concepts such as analytics taxonomy, the Cross-Industry Standard Process for Data Mining, and data diagnostics, and then moves on to compare data science with classical statistical techniques.
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Course by
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Self Paced
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الإنجليزية
Advanced Creative Thinking and AI: Tools for Success
Creativity is important in nearly every facet of life. Advances in neuro-science, computing and psychology, along with developments in other domains and cross-disciplinary areas have resulted in ever increasing understanding of creativity. This module will explore some advanced approaches to creativity such as the use of analogy and metaphor, various thinking styles and the role of artificial intelligence. A framework called the creativity diamond is used to guide the selection of approach to creativity relevant to your project or activity.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Core Java
Code and run your first Java program in minutes without installing anything! This course is designed for learners with limited coding experience, building on a solid foundation of Java, learners will dive into key Java classes, interfaces, and frameworks. The modules in this course cover developer best practices, data handling, and connecting to web-based systems. Completion of an introductory Java sequence such as Codio's Hands-On Java Introduction is recommended. To allow for a truly hands-on, self-paced learning experience, this course is video-free.
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Course by
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Self Paced
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الإنجليزية
AI for Scientific Research
In the AI for Scientific Research specialization, we'll learn how to use AI in scientific situations to discover trends and patterns within datasets. Course 1 teaches a little bit about the Python language as it relates to data science. We'll share some existing libraries to help analyze your datasets. By the end of the course, you'll apply a classification model to predict the presence or absence of heart disease from a patient's health data.
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Course by
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Self Paced
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الإنجليزية
Make a Postage Calculator with Scala
In this course, you will complete a postage estimator application and learn these intermediate level Scala topics: abstract classes and traits, enumeration, singleton object, companion object and factory methods, case object. At the end of this class, you will have gained a deeper understanding of Scala and apply it to application development.
Prerequisite: Basic level knowledge of Scala, such as basic object-oriented programming
Helpful but not required: Experience with any modern programming languages such as Java, JavaScript, C++, Swift or Kotlin.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Homeland Security and Cybersecurity
Homeland security is about safeguarding the United States from domestic catastrophic destruction. Cybersecurity has emerged as a priority homeland security concern because a coordinated cyber attack against critical infrastructure could result in the worst catastrophe in the nation’s history. This specialization examines the cybersecurity problem, and takes a close look at what is being done to safeguard the United States from domestic catastrophic destruction by cyber attack.
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Course by
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Self Paced
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الإنجليزية
Security in Google Cloud
Through recorded lectures, demonstrations, and hands-on labs, participants explore and deploy the components of a secure Google Cloud solution, including Cloud Identity, the GCP Resource Manager, Cloud IAM, Google Virtual Private Cloud firewalls, Google Cloud Load balancing, Cloud CDN, Cloud Storage access control technologies, Security Command Center, Stackdriver, Security Keys, Customer-Supplied Encryption Keys, the Google Data Loss Prevention API, and Cloud Armor.
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Course by
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Self Paced
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الإنجليزية
Exploring Our Responses to Climate Change
In this specialization, learners will gain familiarity with the key information sources that constitute the scientific consensus on the human causes of climate change and its associated impacts. We will explore the options for reducing greenhouse gas emissions and preparing for impacts, drawing heavily from the Fourth US National Climate Assessment. The ultimate goal of the specialization is to empower learners to formulate their own plans for reducing emissions and adapting to future impacts, appropriate for their respective households, communities, and workplaces.
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Course by
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Self Paced
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الإنجليزية
Data Analytics in Sports Law and Management
Athletes, lawyers and team executive experts provide insight in how law and regulations intersect with data analytics and sports management techniques for best practices in the sports industry. Several courses provide the basis for how data analytics function within player evaluation, team performance, and roster management. The specialization introduces various regulatory, managerial and legal frameworks that includes athlete representation, facilities, and event management and conclude with various jobs available in sectors of the sports industry.
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Course by
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Self Paced
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الإنجليزية
Hands-on Internet of Things
This specialization is intended for technologically minded persons who are interested in getting to know the latest in ubiquitous computing, also known as "Internet of Things". The specialization consists of 4 courses that are composed of a basic part with lectures and quizzes, and a practical "honors" part, which includes physically assembling and implementing functionality atop a networked device (please note: while the honors part of the courses is optional, it is required to purchase hardware to complete these practical parts of the courses).
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Course by
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Self Paced
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الإنجليزية
Python for Cybersecurity
Python is one of the most popular and widely-used programming languages in the world due to its high usability and large collection of libraries. This learning path provides an application-driven introduction to using Python for cybersecurity. Python can help to automate tasks across the cyberattack life cycle for both cyber attackers and defenders. This Specialization demonstrates some of these applications and how Python can be used to make cybersecurity professionals more efficient and effective.
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Course by
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Self Paced
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الإنجليزية
Emotional Resilience for Managers
This course is primarily aimed at managers and leaders who want to build their resilience and manage stress more effectively in the workplace. The emotional resilience of those involved in a work setting will contribute significantly to the organisation's success.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
DevOps, DataOps, MLOps
Learn how to apply Machine Learning Operations (MLOps) to solve real-world problems. The course covers end-to-end solutions with Artificial Intelligence (AI) pair programming using technologies like GitHub Copilot to build solutions for machine learning (ML) and AI applications.
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Course by
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Self Paced
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29 ساعات
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الإنجليزية
Cybersecurity Leadership and Management
This Specialization will introduce you to cybersecurity leadership and management. Drawing on industry standards, frameworks and models, you will explore the key objective elements of cybersecurity leadership. Cybersecurity leadership and management are two high-level competences required to successfully administer a cybersecurity division that produces the essential level of security, trust and stability (STS) demanded by an organization.
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Course by
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Self Paced
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الإنجليزية
Advanced Django: Advanced Django Rest Framework
Code and run Django websites without installing anything! This course is designed for learners who are familiar with Python and basic Django skills (similar to those covered in the Django for Everybody specialization). The modules in this course cover testing, performance considerations such as caching and throttling, use of 3rd party libraries, and integrating frontends within the context of the Django REST framework. To allow for a truly hands-on, self-paced learning experience, this course is video-free.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Salesforce Sales Operations
The Salesforce economy will create more than $1 trillion in new revenue and 4.2 million jobs between 2019 and 2024. Developed in partnership with Trailhead — Salesforce's official learning platform — this certificate aims to teach you the foundational skills in Salesforce that will prepare you for a variety of entry-level sales roles, including the sales operations specialist position. This certificate is designed for beginners. No previous experience in Salesforce, sales, or CRM is necessary to be successful.
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Course by
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Self Paced
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الإنجليزية
Marketing Strategy
This introductory MBA marketing strategy course emphasizes core marketing concepts involved in creating, communicating, and delivering value as core to business models. It covers marketing in various contexts including small businesses, corporations, and nonprofits, focusing on the exchange of value. The course introduces key marketing concepts: the "four Cs" (customer values, company capacity, competitors, constraints) and the "four Ps" (product, price, place, promotion).
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Course by
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Self Paced
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الإنجليزية
Machine Learning with Python
Get ready to dive into the world of Machine Learning (ML) by using Python! This course is for you whether you want to advance your Data Science career or get started in Machine Learning and Deep Learning. This course will begin with a gentle introduction to Machine Learning and what it is, with topics like supervised vs unsupervised learning, linear & non-linear regression, simple regression and more. You will then dive into classification techniques using different classification algorithms, namely K-Nearest Neighbors (KNN), decision trees, and Logistic Regression.
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Course by
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Self Paced
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33 ساعات
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الإنجليزية
Storying the Self for Leadership and Creativity
If you're moving into a leadership position, interested in thinking deeply about identity, or exploring the role of creativity in your life, this specialization is for you! Stories are powerful catalysts for social change that can contribute to greater equity and inclusion across a range of diverse human experiences and identities. Stories can limit or define us, and they can also be reconstructed, questioned, tinkered with, and used to reconsider or expand possibilities for your life and communities.
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Course by
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Self Paced
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الإنجليزية
Advanced AI Techniques for the Supply Chain
In this course, we’ll learn about more advanced machine learning methods that are used to tackle problems in the supply chain. We’ll start with an overview of the different ML paradigms (regression/classification) and where the latest models fit into these breakdowns. Then, we’ll dive deeper into some of the specific techniques and use cases such as using neural networks to predict product demand and random forests to classify products. An important part to using these models is understanding their assumptions and required preprocessing steps.
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Course by
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22 ساعات
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الإنجليزية
Private Equity and Venture Capital
The course deals with the analysis of the private equity and venture capital business.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Designing Your Personal Weight Loss Plan
This 5 week course will guide learners through the essential steps in planning an individualized weight loss program. There is no guarantee of weight loss through completing the course; learners will have the framework and essential components for an evidence-based weight loss program. This course is intended for healthy adults who do not have any chronic disease such as diabetes, high blood pressure, heart disease, lung disease or any others.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
Building Smart Business Assistants with IBM Watson
This is two-hour project-based course teaches how to create a smart chatbot for your business using IBM Watson Assistant, and deploy it to live preview link. You will learn how to harness the power of AI to answer customer questions on multiple platforms. In this project, each step is demonstrated and you can follow along by repeating each step of the process.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية