The Global Scholarly Directory.
Discover world-class academic programs curated for the modern intellectual. Search through 19877+ degrees and professional certificates.
Coursera
ChatGPT Playground for Beginners: Intro to NLP AI
Welcome to the 'ChatGPT Playground for Beginners: Introduction to the world of AI' guided project! In this project, you'll create an AI-powered Health Assistant using the ChatGPT Playground Graphical User Interface, simulating a conversation between a family doctor and a patient. By delving into the tool's key parameters, you'll learn how to effectively guide AI text generation and ensure your AI assistant provides contextually appropriate medical advice. You will experiment with parameters, plan out the patient-doctor conversations, and refine your prompts to simulate a realistic health consultation. You'll aim to customize the chatbot to accept and respond to real patient queries, learning how to adjust your parameters and prompts when the AI doesn't respond as expected. This project is suitable for beginner learners interested in AI and its potential in transforming online communication. No prior experience with AI or ChatGPT is required, making it an ideal starting point for AI enthusiasts and healthcare innovators. Please note, you will need a credit card to enable pay as you go tokens to use the Playground. You may be entitled to trial credits in which case there will be no cost to use the service. This project should take approximately 1 hour to complete.
Packt
Machine Learning: Random Forest with Python from Scratch©
Updated in May 2025. This course now 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. Embark on a journey through the exciting world of machine learning, starting with the foundations of Python programming. You'll begin by mastering Python’s essential data types, loops, and decision-making constructs, gaining a strong coding foundation. As you progress, you’ll dive into machine learning, exploring how it mimics human learning, processes datasets, and applies critical concepts like outliers, model training, and overfitting. The course then transitions into an in-depth exploration of Random Forest, a powerful machine learning algorithm. You’ll learn how to implement Random Forest using Python libraries like NumPy and Pandas, visualize data with Matplotlib, and perform crucial steps like data cleaning, handling missing values, and converting categorical data to numeric forms. By the end of this course, you'll have hands-on experience in building and optimizing machine learning models, particularly using Random Forest, to solve complex problems. Designed for both beginners and those looking to deepen their understanding of machine learning, this course combines theory with practical application. Each concept is reinforced with real-life projects, enabling you to see firsthand how machine learning algorithms can be applied to various datasets. Whether you're interested in a career in data science or looking to enhance your programming skills, this course offers the tools and knowledge to succeed. This course is for you if you want to learn how to program in Python for machine learning or want to make a predictive analysis model. It is for someone who is an absolute beginner and has truly little or even zero ideas of machine learning or wants to learn random forest from zero to hero.
Google
Agile Project Management
This is the fifth course in the Google Project Management Certificate program. In this course, you will explore the history, approach, and philosophy of Agile project management, including the Scrum framework. You will learn how to differentiate and blend Agile and other project management approaches. As you progress through the course, you will learn more about Scrum, exploring its pillars and values and comparing essential Scrum Team roles. You will discover how to build, manage, and refine a Product Backlog, implement Agile’s value-driven delivery strategies, and define a value roadmap. You will also learn strategies to effectively organize the five important Scrum events for a Scrum Team, introduce an Agile or Scrum approach to an organization, and coach an Agile team. Finally, you will learn how to search for and land opportunities in Agile roles. Current Google project managers will continue to instruct you in how to accomplish all of these tasks, describing the right tools and resources for the job at hand. Learners who complete this program should be equipped to apply for introductory-level jobs as project managers. No previous experience is necessary. By the end of this course, you will be able to: - Explain the Agile project management approach and philosophy, including values and principles. - Explain the pillars of Scrum and how they support Scrum values. - Identify and compare the essential roles in a Scrum team and what makes them effective. - Build and manage a Product Backlog and perform Backlog Refinement. - Describe the five important Scrum events and how to set up each event for a Scrum team. - Implement Agile’s value-driven delivery strategies and define a value roadmap. - Explain how to coach an Agile team and help them overcome challenges.
EDUCBA
Lean Six Sigma White Belt: Analyze & Improve
Learners will identify the core principles of Six Sigma, analyze Lean tools to eliminate waste, apply the DMAIC framework to solve problems, and evaluate quality improvement techniques to sustain results. This Lean Six Sigma White Belt course equips participants with a strong foundation in process improvement methodologies, blending Lean efficiency and Six Sigma precision. Through structured modules, learners will gain practical insights into waste elimination, variation control, and workplace standardization using tools such as 5S, PDCA, Just-in-Time, Takt time, and Single Piece Flow. The DMAIC phases—Define, Measure, Analyze, Improve, and Control—are explored in depth, reinforced with real-world examples, case studies, and essential tools like the 5 Whys and Pareto analysis. By completing this course, learners will not only build confidence in applying Lean Six Sigma concepts but also be well-prepared for certification exams. What makes this course unique is its step-by-step instructional design, daily improvement strategies, and focus on both practical tools and theoretical knowledge. It empowers professionals at all levels to drive continuous improvement, increase efficiency, and deliver greater customer value.
University of Colorado System
Enterprise System Management and Security
The world runs on computers. Your watch, your TV, your car. You might be familiar on how to operate each of these. Your home computer you are even more familiar with operating it. But what does it take to really take computer systems to the next level? - The enterprise level. In this course we discuss what makes home computing systems different from enterprise computing systems. This course will also help you prepare and design your own home lab to explore enterprise operating systems. This course is for anyone who is exploring what it might take to have a job as a system administrator or for those who are already specialized in one area of system management and would like to move to another. This course may also be for those who are looking to understand how computer security plays an important role in system management. At the end of the course, you will also be able to illustrate how different enterprise technologies play role in computing at an enterprise level. You will also be able to discuss the three pillars of the CIA triad and how they apply to enterprise systems. While there is no technical and software component installs necessary for the completion of this course, supplemental how-to guides will be provided if you wish to follow along on the technical portion presented during the course.
Google Cloud
Gemini in Google Drive - Deutsch
Gemini für Google Workspace ermöglicht Nutzern den Zugriff auf generative KI-Funktionen. In diesem Kurs geht es anhand von Videolektionen, praktischen Übungen und Anwendungsbeispielen um die Funktionen von Gemini in Google Drive. Am Ende dieses Kurses können Sie Gemini in Google Drive sicher anwenden und Ihre Workflows damit verbessern.
EDUCBA
Machine Learning in Python: Analyze & Apply
By the end of this course, learners will be able to analyze machine learning fundamentals, apply NumPy for numerical computing, visualize data with Matplotlib, and manage structured datasets using Pandas. They will also be able to evaluate supervised and unsupervised models in scikit-learn, optimize performance through validation techniques, and implement advanced applications such as face recognition, text classification, and sentiment analysis. This course provides a complete, hands-on pathway to mastering Python’s data science ecosystem. Each module balances conceptual clarity with practical coding examples, ensuring that learners not only understand theory but also build real-world skills. The inclusion of advanced topics like feature extraction, parameter tuning, and natural language processing sets this course apart from typical machine learning introductions. Whether you are a beginner in data science or a professional seeking to strengthen applied machine learning expertise, this course offers a structured, project-ready learning journey. Learners will leave with the confidence to build, validate, and deploy machine learning solutions across multiple domains.
Google Cloud
Einführung in die Google Cloud-Infrastruktur: Grundlagen
Dieser On-Demand-Intensivkurs bietet Teilnehmenden eine Einführung in die umfangreiche und flexible Infrastruktur und die Plattformdienste von Google Cloud, mit Schwerpunkt auf der Compute Engine. In Videovorträgen, Demos und praxisorientierten Labs lernen Sie Lösungselemente kennen und stellen sie bereit. Dazu gehören Infrastrukturkomponenten wie Netzwerke, virtuelle Maschinen (VMs) und Anwendungsdienste. Darüber hinaus erfahren Sie, wie Sie über die Console und Cloud Shell mit Google Cloud arbeiten. Außerdem lernen Sie mehr über die Aufgaben eines Cloud Architects, über verschiedene Arten von Infrastrukturdesign und über die Konfiguration virtueller Netzwerke mithilfe von Virtual Private Cloud (VPC), Projekten, Netzwerken, Subnetzwerken, IP-Adressen, Routes und Firewallregeln.
Coursera
Book Vacation with Power Automate Multilevel Approval Flow
Whether you work in a small or large company, automation of booking vacation days by creating an approval process is a good idea to save time. This project can help you reduce correspondence by e-mail with your supervisors to just a few clicks. When employees want to book a vacation, they will create a request on SharePoint and their supervisors can approve it with one click. In this beginner-level guided project "Book Vacation with Power Automate Multilevel Approval Flow", we will create a SharePoint site and a SharePoint list that will contain data about vacation requests, and we will create an automated flow using the approval actions. So, when an employee wants to book a vacation, they create a request on the SharePoint list and the flow that starts up the approval process gets triggered. When the supervisor approves or rejects the request, the employee receives an email with that information. The requirement for this project is having a Microsoft developer program account, but don’t worry, you will be given instructions on how to get it right here. If you are ready to make your and your colleagues’ lives easier by starting to automate manual, time-consuming processes, then this project is for you! Let's get started!
University of Michigan
How to Create a Good Business
Prioritizing the wellbeing of workers is not just a good - or ethical - thing to do, but because it makes business sense. A happier, healthier workforce is a more productive workforce. A productive workforce is more likely to attend, perform their best work, and add more value to an organization. Unfortunately, investing in the well-being of workers isn’t so simple. In this course, you’ll unpack what “worker wellbeing” means across different contexts, explore how to use research techniques to find the sweet spot between worker interests and firm interests, and understand how to design scalable solutions to enable both parties to thrive. University of Michigan Stephen M. Ross School of Business Professor Achyuta Adhvaryu, Ph.D., co-founder of research nonprofit, Good Business Lab, will guide you through the course, and share how research-based interventions can affect worker and business outcomes. Leaders from academia, research, business, and workers themselves, share their perspectives coupled with academic research to help you design a worker wellbeing intervention of your own. Whether you’re a student interested in social business, an executive exploring ways to support your teams, or just passionate about this space, there is something in this course for you.
Google Cloud
Responsible AI for Developers: Privacy & Safety - 简体中文
本课程介绍 AI 隐私保护和安全方面的重要主题，还将探索使用 Google Cloud 产品和开源工具实施建议的 AI 隐私保护和安全实践的实用方法和工具。
Columbia University
MOS Transistors
PLEASE NOTE: This version of the course has been formed from an earlier version, which was actively run by the instructor and his teaching assistants. Some of what is mentioned in the video lectures and the accompanying material regarding logistics, book availability and method of grading may no longer be relevant to the present version. Neither the instructor nor the original teaching assistants are running this version of the course. There will be no certificate offered for this course. Learn how MOS transistors work, and how to model them. The understanding provided in this course is essential not only for device modelers, but also for designers of high-performance circuits.
Coursera
Mendix Essentials: Build Your First App
Mendix Essentials: Build Your First App is a beginner-friendly, fast-paced course for anyone curious about low-code development—no prior programming required. Through real-world examples and guided labs, you'll learn to navigate Mendix Studio, design user interfaces, model business logic, and deploy your first app quickly and confidently. The course focuses on building foundational skills in collaboration, feedback, and iteration—ensuring your apps deliver value from day one. Along the way, you’ll see how organizations like Quion, OpenClaims, Continental, and Dutch Railways succeed with Mendix, and you'll practice the same agile habits that power high-performing app teams. By course end, you'll have a working app, a personal plan for ongoing improvement, and the confidence to build solutions for your organization—all with Mendix.
Pearson
Data Science Fundamentals Part 2: Unit 1
This course teaches how to ask the right questions and extract meaningful insights from complex datasets. Through hands-on lessons, you’ll master industry-standard Python libraries such as matplotlib and seaborn, enabling you to create compelling visualizations like histograms, boxplots, and scatter plots. You'll learn to uncover patterns, relationships, and correlations within your data, and develop a critical eye for interpreting results. You'll also learn about the pitfalls of data interpretation, including the impact of mixed effects and the nuances of Simpson’s Paradox, ensuring you can navigate and communicate findings with confidence. Whether you’re a beginner or looking to deepen your analytical toolkit, this course will empower you to transform raw data into actionable knowledge.
Google Cloud
Analyze Customer Reviews with Gemini Using SQL
This is a self-paced lab that takes place in the Google Cloud console. Learn how to use BigQuery Machine Learning with remote models (Gemini) to analyze customer reviews using SQL.
Universidad de Palermo
Marketing digital para E-commerce
El curso de Digital Marketing for E-commerce te permitirá conocer las claves principales para desarrollar una estrategia de marketing digital aplicada a tu proyecto online. De esta forma podrás generar mayor visibilidad a tu propuesta y conseguir mejores resultados. El objetivo del curso es brindarte las nociones básicas para armar una estrategia digital que puedas aplicar a tu proyecto, para hacerlo crecer y se pueda mantener en el tiempo. Luego de aprobado el curso tendrás una noción más clara sobre lo que implica el marketing digital y todas las oportunidades que nos brinda para llevar a cabo cualquier tipo de emprendimiento. Asimismo, tendrás un conocimiento general sobre las principales herramientas que puedes utilizar para el crecimiento de tus proyectos.