// 833 courses indexed
The course directory
Every course we track across 10+ providers, in one searchable index. Want a shortlist picked for your goals? Run a free skill gap analysis.
Introduction to RNN and DNN
Artificial Intelligence is transforming industries by enabling machines to learn from data and make intelligent decisions. This course offers an in-depth exploration of Recurrent Neural Networks (RNN) and Deep Neural Networks (DNN), two pivotal AI technologies. You’ll start with the basics of RNNs and their applications, followed by an examination of DNNs, including their architecture and implementation using PyTorch. You will master building and deploying sophisticated AI models, develop RNN models for tasks like speech recognition and machine translation, understand and implement DNN archit
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AI-First Professional Skills
By the end of this course, you'll be able to tell your career story clearly, make sense of data without a background in analytics, learn new skills faster with AI as your tutor, and walk into interviews and tough conversations already prepared. This course is built for complete beginners — no prior AI experience needed. Instead of abstract theory, every concept is paired with a short, practical demonstration you can try yourself, covering the real tasks professionals face every day: resumes, LinkedIn profiles, spreadsheets, learning plans, interview prep, and negotiations. Rather than teachin
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Executing Full Text Queries with Elasticsearch
Embark on a comprehensive journey into the realm of Elasticsearch with this thoughtfully crafted course, divided into three distinct modules. Ideal for beginners or those aiming to reinforce their foundational understanding, this course offers a clear and progressive path to mastering Elasticsearch. In the first module, Introduction to Elasticsearch, participants dive into Elasticsearch's core. They will understand its architecture, explore its foundational elements, and gain hands-on experience creating indices and understanding nodes and clusters. The second module, Query Mechanism, and Op
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Analyze E-Commerce Data Using PostgreSQL
Learners will apply SQL concepts, analyze real-world e-commerce datasets, and produce business-ready reports using PostgreSQL. By the end of this course, learners will be able to design relational database structures, write optimized SQL queries, perform advanced aggregations, and generate actionable insights from transactional data. This course provides a hands-on, project-driven approach to mastering PostgreSQL for data analysis. Learners begin by setting up the PostgreSQL environment and building a strong foundation in database management, table design, data types, and constraints. They th
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Building Applications with DeepSeek
Want to build smarter applications faster? This hands-on course will teach you how to develop, integrate, and scale AI-powered solutions using DeepSeek. With tools like VS Code, Cursor, and DeepSeek APIs, you'll gain practical skills to streamline code generation, testing, documentation, and agent-based workflows—no prior AI experience required. In the first module, you'll get introduced to DeepSeek’s capabilities, setup options, and developer benefits, including how to run it via API or locally. The second module explores how to apply DeepSeek across the software development lifecycle—from g
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Analyze, Create, and Secure Data with Zero Trust
Ever wondered why data breaches keep happening despite massive security investments? The answer lies in moving beyond perimeter defense to a comprehensive zero-trust approach that assumes breach and verifies everything. This Short Course was created to help Machine Learning and AI professionals accomplish enterprise-grade data security that protects against both external threats and insider risks. By completing this course, you'll master the critical investigative skills to identify why breaches occur, architect security systems that never trust by default, and systematically evaluate your de
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Apache Kafka - An Introduction
Apache Kafka is a powerful, open-source stream processing platform that enables businesses to process and analyze data in real-time. This course introduces the core concepts and architecture of Apache Kafka, guiding learners. This course is designed for aspiring data engineers, software developers interested in data processing, and IT professionals looking to diversify into data engineering. It also targets data scientists seeking to understand real-time analytics platforms and technical managers overseeing data-driven projects. Learners are expected to have a basic understanding of programm
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Applied Fundamentals: Hangman
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. This course is designed to provide a hands-on approach to developing a simple Hangman game using Python. You will gain practical experience by building the game step by step while learning key concepts in Python programming. By the end of the course, you will have developed a working Hangman game, built upon a strong foundation of Python syntax, functions, and logic. Th
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Big Data, Artificial Intelligence, and Ethics
This course gives you context and first-hand experience with the two major catalyzers of the computational science revolution: big data and artificial intelligence. With more than 99% of all mediated information in digital format and with 98% of the world population using digital technology, humanity produces an impressive digital footprint. In theory, this provides unprecedented opportunities to understand and shape society. In practice, the only way this information deluge can be processed is through using the same digital technologies that produced it. Data is the fuel, but machine learning
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Introduction to Cost Accounting
By the end of the project, you will be able to use both absorption costing and activity-based costing to determine the cost of a product your company is making. This will allow you to determine the pricing of your product. This is directly relevant for management accountants, performance managers, marketers, and owners of a business. 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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Building Scalable Java Microservices with Spring Boot and Spring Cloud
"Microservices" describes a software design pattern in which an application is a collection of loosely coupled services. These services are fine-grained, and can be individually maintained and scaled. The microservices architecture is ideal for the public cloud, with its focus on elastic scaling with on-demand resources. In this course, you will learn how to build Java applications using Spring Boot and Spring Cloud on Google Cloud. You'll use Spring Cloud Config to manage your application's configuration. You'll send and receive messages with Pub/Sub and Spring Integration. You'll also use
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Building and Fine-Tuning LLM Applications
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this comprehensive course, you'll learn how to build and fine-tune large language models (LLMs) for real-world applications. Starting with fundamental concepts, you'll progress through hands-on projects that focus on document-based retrieval-augmented generation (RAG) systems, LangChain integration, and fine-tuning techniques. You'll gain the skills to build custom ap
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CFR: Reconnaissance, Attack, and Post-Attack Analysis
In this course, you'll continue developing your cybersecurity practitioner skills by implementing threat modeling and assessing the impact of reconnaissance and social engineering. Then, you'll assess the impact of a variety of different attack categories—system hacking attacks, web-based attacks, malware, hijacking and impersonation, denial-of-service (DoS) incidents, threats to mobile security, and threats to cloud security. You'll also analyze post-attack techniques like command and control (C2), persistence, lateral movement and pivoting, data exfiltration, and anti-forensics. This is the
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Excel Skills for Business: Intermediate I
Spreadsheet software remains one of the most ubiquitous pieces of software used in workplaces across the world. Learning to confidently operate this software means adding a highly valuable asset to your employability portfolio. In the United States alone, millions of job advertisements requiring Excel skills are posted every day. Research by Burning Glass Technologies and Capital One shows that digitals skills lead to higher income and better employment opportunities at a time when digital skills job are growing much faster than non-digital jobs. In this second course of our Excel specializat
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Building Powerful Reports and Dashboards in Power BI
In this course, you will gain the skills to create impactful reports and interactive dashboards using Microsoft Power BI, helping businesses make data-driven decisions. The course focuses on the data visualization process. You will gain practical skills like designing professional reports, optimizing layouts for different audiences, and leveraging Power BI’s interactive features. Additionally, you will explore how to use Power BI to integrate data from various sources, transform it into meaningful insights, and present it in a visually engaging way. Ultimately, you will learn how to create us
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Master PostgreSQL Database Design and SQL Fundamentals
By the end of this course, learners will be able to explain PostgreSQL fundamentals, apply SQL commands to manage databases and tables, design relational structures using constraints and keys, and modify existing tables safely in real-world environments. This course provides a structured, hands-on introduction to PostgreSQL, one of the world’s most powerful open-source relational database systems. Learners progress from understanding PostgreSQL architecture and database management basics to inserting data, applying constraints, using SQL operators, and designing well-structured tables. Advanc
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Exploring Algorithmic Bias as a Policy Issue: A Teach-Out
This Teach Out does not issue certificates of completion. Algorithms – and algorithmic bias – are making regular appearances in the news, and increasingly, are being recognized as a policy issue. But what is an algorithm, exactly? And what does it mean when someone describes an algorithm as biased? This Teach-Out will encourage policy makers, agency leaders, and others in similar positions to identify algorithms that are already in use and make connections to broader ideas about fairness, justice, and equity. After completing the Teach-Out, learners will be able to participate in discussions
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Create Program Changes with Power Skills & Digital Enablers
The future of business is change-focused. Multiple facts are disrupting tomorrow’s organizations and if they are not change-ready, they will fail. 1. The ratio of changing the business to running the business will be much higher in future organizations; 2. Programs success is now clearly centered on stakeholder satisfaction; 3. The skills revolution is here to stay In this course, you will get the skills you need and learn how to become a changemaker possessing strong communication skills and soft skills to build a culture that continuously aligns the program team members to the NorthStar of
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Deploy and Monitor in Google Cloud for AWS Professionals
This is the fourth course of a four-course series for cloud architects and engineers with existing AWS knowledge. It compares Google Cloud and AWS solutions and guides professionals on their use. This course focuses on deploying and monitoring applications in Google Cloud. The learners apply the knowledge of monitoring and application deployment processes in AWS to explore the differences with Google Cloud. Learners get hands-on practice building and managing Google Cloud resources.
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Graduate Admission Prediction with Pyspark ML
In this 1 hour long project-based course, you will learn to build a linear regression model using Pyspark ML to predict students' admission at the university. We will use the graduate admission 2 data set from Kaggle. Our goal is to use a Simple Linear Regression Machine Learning Algorithm from the Pyspark Machine learning library to predict the chances of getting admission. We will be carrying out the entire project on the Google Colab environment with the installation of Pyspark. You will need a free Gmail account to complete this project. Please be aware of the fact that the dataset and th
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Linux Fundamentals
This course is the first of a series that aims to prepare you for a role working as an information technology professional. In this course, you will be introduced to the Linux operating system. You will learn about the licensing model and several Linux distributions. We will go through some services delivered in the Linux operating system. We will conclude this course by looking at how to search and analyze text using command line tools in the operating system.
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Device-based Models with TensorFlow Lite
Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. This second course teaches you how to run your machine learning models in mobile applications. You’ll learn how to prepare models for a lower-powered, battery-operated devices, then execute models on both Android and iOS platforms. Finally, you’ll explore how to deploy on embedded systems using TensorFlow on Raspberry Pi and microcontrollers. This Specialization builds u
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Introduction to Ethical Hacking Principles
Ethical hacking professionals earn $90,000-$150,000 (ZipRecruiter). They’re the frontline defenders against cyber threats in today's high-risk digital landscape and Security Analysts, Penetration Testers, and Security Consultants are in high demand. This introductory course sets you on the path to becoming the skilled security professional employers are looking for! From the start, the course simplifies complex ethical hacking concepts into clear, practical principles. You'll learn the differences between white hat, black hat, and gray hat hacking, explore global cybersecurity regulations l
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PM4R Agile: 5 steps for hybrid management of projects
In this MOOC, you will learn the 5 steps of the PM4R Agile methodology, a hybrid approach for accelerating critical project tasks to achieve faster and more efficient delivery. Building on the agile mindset from the first course, you will understand how a project team should behave to implement the 5 steps of PM4R Agile successfully. You'll discover how each stage of this IDB hybrid methodology is carried out, the necessary tools, and the recommended practices for its implementation. Additionally, you will identify the roles of different team members in each step. Throughout the course, you
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