Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Innovating with Data and Google Cloud
Cloud technology on its own only provides a fraction of the true value to a business; When combined with data–lots and lots of it–it has the power to truly unlock value and create new experiences for customers.
In this course, you'll learn what data is, historical ways companies have used it to make decisions, and why it is so critical for machine learning. This course also introduces learners to technical concepts such as structured and unstructured data. database, data warehouse, and data lakes. It then covers the most common and fastest growing Google Cloud products around data.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Agile Leadership Capstone
This capstone project course takes you through a guided journey of putting together a comprehensive agile transformation packet. To create this packet, you will be creatively applying the concepts and tools we have covered in the first four courses of this Specialization. In the capstone course scenario, you were hired as a Senior Scrum Master at Nike. You will understand what a Fortune 100 company would be looking for in a candidate by analyzing a real Nike job posting.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Foundations of International Psychiatry
What are some of the skills required when interviewing patients? What information is required when taking a patient history or completing a mental state examination? These are just some of the questions you'll seek answers to as you work through the course material. Mental health is an important public issue across the world, and the role of the psychiatrist is crucial in helping to address these. This course aims to give you a more nuanced understanding of the role of a psychiatrist, developing clinical skills and therapeutic relationships.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Create Digital Marketing Visualizations in Python
Visualizing data is an in-demand skill in many areas of business but particularly in digital marketing. With more and more data available to digital marketers, explaining what to do with it thru well-crafted visualizations shows not only prowess in a data language, but a keen insight into customers and what they are looking for in the products and services we provide. In this project, learners will learn how to create tables, line graphs, bar charts, and scatter plots. We will walk thru each visualization simply and then with a slight uptick.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
M2M & IoT Interface Design & Protocols for Embedded Systems
This course can also be taken for academic credit as ECEA 5348, part of CU Boulder’s Master of Science in Electrical Engineering degree. M2M and IoT Interface Design and Protocols is the third of three classes in the Embedded Interface Design (EID) specialization, an online version of the on-campus EID class taught in graduate embedded systems design. This course is focused on connecting devices to each other and to the cloud to create prototypes and actual systems that flow data from devices to consumers.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Utilizing Engaging Assessment with Boom Learning
By the end of this project, you will be ready to use Boom Learning with your class. Boom Learning allows teachers to use self-grading digital task cards (Boom Cards) with their students to check for understanding. Students love using Boom Learning and teachers love the data they can collect as their students engage with technology and subject matter content. Throughout each task, we will work together to ensure that you are ready to use Boom Learning to engage and assess your students.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
VM Migration: Planning
This is a self-paced lab that takes place in the Google Cloud console. This lab provides a high level overview of the Google Cloud Adoption Framework and then deep dives into how to automate environment setup and deployments on GCP.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Finding Mutations in DNA and Proteins (Bioinformatics VI)
In previous courses in the Specialization, we have discussed how to sequence and compare genomes. This course will cover advanced topics in finding mutations lurking within DNA and proteins. In the first half of the course, we would like to ask how an individual's genome differs from the "reference genome" of the species. Our goal is to take small fragments of DNA from the individual and "map" them to the reference genome.
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Course by
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Self Paced
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24 ساعات
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الإنجليزية
Space is Everywhere
You are here! Welcome to Course 4 - Space is Everywhere and the last course of this specialization. You are on the final stretch of this journey to finding your Pathway to Space. The topics of Course 4 span four weeks and nine lessons with 36 learning objectives. This course contains some of my most favorite aha moments in the the entire specialization. I hope that you find them and that they impact you in a positive way. We will discuss how space is communicated through news, art, movies, books, music and more. Space is everywhere in our lives and therefore everyone can be involved in it.
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Course by
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Self Paced
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21 ساعات
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الإنجليزية
Getting Started with Tensorflow.js
By the end of this project, you will learn how to code a smart webcam to detect people and other everyday objects using a pre-trained COCO-SSD image recognition model with Tensorflow.js.
Based on an older library called deeplearn.js, Tensorflow.js is a deep learning library that leverages Tensorflow to create, train and run inference on artificial neural network models directly in a web browser, utilizing the client's GPU/CPU resources (accelerated using WebGL). Tensorflow.js brings Tensorflow to the web!
JavaScript/Typescript experience is heavily recommended.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Healthcare Consumerism and Implication for Care Delivery
In this course we will examine the changing role of the consumer in healthcare. Consumers are asking for more accountability in how healthcare is delivered and paid for. Healthcare professionals must make sure that they are delivering high quality, personalized care. Some of the topics we'll cover are: the healthcare ecosystem, new technologies in healthcare, the development of new payment models, change management in healthcare, data analytics. By the end of this course, you 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
Speaking and Presenting: Poise
Poise is not some elusive or innate characteristic. It’s a series of choices, all of which can help you better connect with your intended audience. This course will help you identify those choices and teach you how to make them in a way that consistently enhances the clarity of your message and the effectiveness of your delivery.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Dimensionality Reduction using an Autoencoder in Python
In this 1-hour long project, you will learn how to generate your own high-dimensional dummy dataset. You will then learn how to preprocess it effectively before training a baseline PCA model. You will learn the theory behind the autoencoder, and how to train one in scikit-learn. You will also learn how to extract the encoder portion of it to reduce dimensionality of your input data. In the course of this project, you will also be exposed to some basic clustering strength metrics.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Introduction to Data Analytics on Google Cloud
In this beginner-level course, you will learn about the Data Analytics workflow on Google Cloud and the tools you can use to explore, analyze, and visualize data and share your findings with stakeholders. Using a case study along with hands-on labs, lectures, and quizzes/demos, the course will demonstrate how to go from raw datasets to clean data to impactful visualizations and dashboards. Whether you already work with data and want to learn how to be successful on Google Cloud, or you’re looking to progress in your career, this course will help you get started.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Linux Kernel Programming and Introduction to Yocto Project
This course provides an introduction to Kernel Driver development for the Linux operating system. The Yocto build system is introduced, which students use to build their own custom Embedded Linux system through programming assignments. Linux Kernel Programming and Introduction to Yocto Project can also be taken for academic credit as ECEA 5306, part of CU Boulder’s Master of Science in Electrical Engineering. This course builds on the assignments and knowledge obtained in the Linux System Programming and Introduction to Buildroot, which must be completed before starting this course.
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Course by
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Self Paced
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40 ساعات
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الإنجليزية
Build and deploy a stroke prediction model using R
In this project, you’ll help a leading healthcare organization build a model to predict the likelihood of a patient suffering a stroke. The model could help improve a patient’s outcomes.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Management and financial accounting: Know your numbers 1
Financial literacy is a fundamental capability for any business leader, whether you are running your own small business/start-up or working at a large organisation. This course will provide you with a sound foundational understanding of financial and management accounting, and how to use accounting to facilitate and align decisions made by owners, managers and employees. Via structured learning activities (video lectures, quizzes, discussion prompts and written assessments) you will develop the ability to seek out financial opportunities and avoid financial misadventure.
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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 - Português Brasileiro
Este curso é uma introdução à arquitetura de transformador e ao modelo de Bidirectional Encoder Representations from Transformers (BERT, na sigla em inglês). Você vai aprender sobre os principais componentes da arquitetura de transformador, como o mecanismo de autoatenção, e como eles são usados para construir o modelo de BERT. Também vai conhecer as diferentes tarefas onde é possível usar o BERT, como classificação de texto, respostas a perguntas e inferência de linguagem natural. O curso leva aproximadamente 45 minutos.
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Course by
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Self Paced
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الإنجليزية
Building a Company’s database using MySQL and SQL
By the end of this project, you will create a database for a company using MYSQL and SQL commands. You will be able to create databases and tables, form relationships between the tables , write SQL commands to manipulate your data, write SQL functions to perform mathematical operations on your data and write regular expressions.
This project will help you get your hands on the Structured query language which is the language used to communicate with databases and how to form entity relationships between tables.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Advanced App Development in Android Capstone
This capstone project has been designed as an opportunity to practice what you have learned in the first 3 courses of this specialisation. This capstone project consists of 4 assignments. You will have to develop an immersive Android app with the use 3D graphics, sensor control and VR. For the first assignment, you will have to develop a virtual art gallery using the Android Canvas drawing functions introduced in Course 1 "Introduction to Android graphics".
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Course by
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Self Paced
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25 ساعات
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الإنجليزية
Create your first custom VPC and its components in AWS
In this 2-hour long project-based course, you will learn the basics of AWS VPC(Virtual Private Cloud) and you will also understand how networking works within VPC, which is the key to understanding the overall functionality of AWS.
Virtual Private Cloud (Amazon VPC) provides a logically isolated area of the AWS cloud where you can launch AWS resources in a virtual network that you define. By the end of this project you will create your custom VPC from scratch along with its associated components such as Subnets, Route Tables, Network Access Control List.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
COVID-19 mRNA Vaccine Degradation Prediction
In this 2-hour long project-based course, you will learn how to predict mRNA Vaccine Degradation Rates at various positions of the molecule. Our model will predict likely degradation rates at each base of an RNA molecule which will be useful to develop models and design rules for RNA degradation.
We will look at how to build a Bidirectional Gated Recurrent Units Neural Network which can predict the degradation for multiple scenarios at each of the base.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Corporate Sustainability. Understanding and Seizing the Strategic Opportunity
The achievement of a balanced economic, social and environmental development - as expressed in the UN Agenda 2030 for Sustainable Development - is recognized as one of the major challenges humanity is facing today. What is less clear is whether and how organizations can generate business opportunities and value for their stakeholders while tackling such challenges. In this course, thought leaders in a wide variety of management and economics fields illustrate how to assess and seize the opportunities offered by these global emergencies.
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Course by
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Self Paced
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16 ساعات
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الإنجليزية
Frontend for Java Full Stack Development
This comprehensive course is designed to equip students with the necessary skills to create interactive, dynamic, and fully functional front-end applications as part of a full-stack Java development process. The course consists of three modules that guide students through the fundamentals of HTML, CSS, JavaScript, and Angular. The first module, "Introduction to HTML & CSS", serves as the bedrock of the course where students are introduced to the basics of HTML (Hypertext Markup Language) and CSS (Cascading Style Sheets).
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Course by
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Self Paced
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24 ساعات
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الإنجليزية
Cisco: SD-WAN Cloud Hub with Google Cloud
This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab, you will learn how to leverage Google Service Directory and Cisco SD-WAN to optimize the performance of a video streaming application.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية