Courses

Launch your career in Systems and Solutions Architecture! This program helps you build job-relevant skills in about three months, and no prior experience is required. Systems Architects are responsible for building the foundational frameworks that maintain smooth technology operations, whereas Solutions Architects focus on developing strategic approaches to solve complex business challenges through innovative technology. This program will teach you the foundational architecture skillssought by employers for both roles. You’ll learn to strategize, integrate, implement, and ensure security, compliance, and performance. This program equips you to launch a successful career in IT architectureand also lay a solid foundation for advancement in fields like cloud strategy, AI applications, and more. You’ll also gain proficiency in key areas such as stakeholder communication, requirements gathering, cost management, integration, testing, and deployment. You’ll explore architecture types and concepts like capacity planning, scalability, and aligning infrastructure decisions with business goals. Practical experience with cloud native IT solutions and leadership skills are also integral parts of this curriculum. Upon completing this program, you’ll have a portfolio of projects and a Professional Certificate from IBM to showcase your expertise.

Explore a 20-minute conference talk from ACM SIGPLAN introducing GOAL, an innovative adaptation framework for computing systems. Discover how GOAL overcomes limitations of previous frameworks by implementing virtualized adaptation logic independent of specific goals or knobs. Learn about GOAL's programming interface that enables users to define and manipulate a wide range of goals and knobs within running programs. Examine the framework's effectiveness through reimplementations of seven adaptive systems from literature, demonstrating its ability to meet goals as effectively as specialized approaches. Gain insights into GOAL's performance in dynamic scenarios, achieving 93.7% of optimal performance and offering a 1.69x advantage over existing frameworks when modifying goals and knobs at runtime. Follow the presentation's structure, covering introduction, motivation, prior work, GOAL's features, evaluation, summary, and discussion.

Generative AI is changing the way organizations gather requirements, model processes, and communicate insights. This course equips systems analysts and aspiring professionals with practical skills to apply generative AI throughout the business analysis lifecycle. Learn to engineer effective prompts, simulate stakeholder interviews, and transform unstructured inputs into requirement documents such as user stories, use cases, and acceptance criteria. You’ll explore AI-driven process modeling by generating BPMN diagrams, process flowcharts, and customer journey maps, while also critiquing workflows and identifying risks and gaps. Build communication assets including business rules, dashboards, executive briefs, and multilingual stakeholder messages. Gain hands-on experience integrating AI with tools such as Jira, Confluence, Miro, and Power BI to streamline workflows and improve efficiency. Through interactive projects, you will develop job-ready expertise to deliver faster, clearer, and higher-quality business analysis outcomes. Enroll now to master AI-powered business analysis and take the next step toward becoming a future-ready systems analyst.

Explore the vulnerabilities of IBM's General Parallel File System (GPFS) in this 46-minute conference talk from TROOPERS15. Join security experts Florian Grunow and Felix Wilhelm as they delve into the intricacies of hacking GPFS, demonstrating potential weaknesses and attack vectors. Gain valuable insights into file system security, learn about the specific challenges posed by GPFS, and understand the implications for large-scale storage infrastructures. Discover practical techniques for identifying and exploiting vulnerabilities, as well as strategies for improving the overall security posture of GPFS implementations. Access additional resources, including slides and supplementary information, to further enhance your understanding of this critical topic in file system security.

Explore advanced concepts in categorical systems theory through this 82-minute lecture that continues the examination of a general representability theorem within the Double Operadic Theory of Systems (DOTS) framework. Delve into sophisticated mathematical structures and their applications to systems theory as presented by David Jaz Myers from the Topos Institute. Build upon foundational concepts from the first part while investigating deeper theoretical implications and proofs related to representability in categorical approaches to dynamical systems. Gain insights into how operadic structures can be used to understand and formalize complex system behaviors, with connections to broader mathematical frameworks in category theory and their practical applications in modeling dynamic phenomena.

Explore the evolution of multimodal AI systems in this insightful 20-minute conference talk from the Future Technologies Conference 2023. Gain valuable insights from Derek Hoiem of the University of Illinois at Urbana-Champaign as he delves into the development of advanced models capable of processing text, images, audio, and more. Discover the transformative impact of general-purpose models like GPT and their role in shaping AI's future. Learn about innovative approaches such as Unified IO and Visual Programming, which seamlessly integrate various modalities to solve complex tasks. Examine the challenges and breakthroughs in creating these systems, from specialized architectures to comprehensive memory systems. Through real-world examples and in-depth analysis, understand the potential of multimodal AI and the key to unlocking human-like intelligence in AI systems. Cover topics including custom NLP tasks, the differences between NLP and vision data, vision model evolution, AI limitations, and the importance of memory in AI systems.

Explore the fascinating origins of our solar system in this 26-minute lecture from Spahn's Science Lectures. Delve into cosmic abundances, the origin of elements, and radioactive dating techniques used to determine the age of our celestial neighborhood. Examine the nebular hypothesis, which explains the formation of the solar system, and learn about the processes that shaped the protoplanetary disk. Gain insights into the heating, rotation, and flattening of the solar nebula, and understand how these factors contributed to the creation of planets and other celestial bodies. Enhance your understanding of astronomy and the fundamental processes that gave birth to our cosmic home.

Embark on a comprehensive journey through our cosmic neighborhood in this 41-minute lecture that explores the diverse worlds of our solar system. Delve into the characteristics of the Sun, inner planets, gas giants, and distant celestial bodies. Examine the unique properties of Mercury, Venus, Mars, Jupiter, Saturn, Uranus, and Neptune, as well as dwarf planets like Pluto and Eris. Compare and contrast the terrestrial and Jovian planets, gaining insights into their formation and evolution. Investigate fascinating features such as the asteroid belt, Kuiper belt, and mysterious Oort cloud. Engage with calculation and concept checks to reinforce your understanding of planetary science and comparative planetology. Gain a deeper appreciation for the complexity and wonder of our solar system through this informative astronomical tour.

Explore the intricacies of systemd for embedded systems in this 48-minute conference talk by Gustavo Sverzut Barbieri from ProFUSION Embedded Systems. Delve into the misconceptions surrounding systemd and learn how to optimize its footprint for embedded applications. Discover the scalability advantages of systemd compared to alternative solutions, particularly in managing networking, timed tasks, logging, dynamic device behavior, and service isolation. Gain insights into why the Ostro Project mandated systemd for Internet of Things distributions. Understand the speaker's extensive background in open-source development and embedded systems, and benefit from his experience in slimming down systemd components for efficient implementation in resource-constrained environments.

Explore a comprehensive mathematical lecture that delves into the Double Operadic Theory of Systems (DOTS), specifically focusing on a general representability theorem and its applications to systems theory. Learn advanced concepts in categorical systems theory through detailed mathematical exposition and rigorous theoretical development. Discover how representability theorems provide fundamental insights into the structure and behavior of dynamical systems within the categorical framework. Examine the mathematical foundations that underpin modern systems theory, including operadic structures and their role in understanding complex system behaviors. Gain deep theoretical knowledge suitable for graduate-level mathematics students and researchers working in category theory, systems theory, or related mathematical disciplines.

Explore the General Theory of Chiral State Conversion in Non-Hermitian Systems in this 36-minute lecture by Kyrylo Snizhko from the International Centre for Theoretical Sciences. Delve into advanced concepts at the intersection of condensed matter physics and quantum information as part of the "Condensed Matter Meets Quantum Information" program. Gain insights into how quantum phases of condensed matter, such as superconductors and topological insulators, can serve as substrates for quantum information processing. Examine the potential of chiral edge states, fractional charges, and non-abelian anyons in quantum Hall systems for encoding and manipulating quantum information with topological protection. Understand the implications of non-Hermitian systems in the context of chiral state conversion, bridging the gap between theoretical foundations and cutting-edge research in quantum computation and condensed matter physics.

Explore the true meaning of software architecture beyond specific technologies in this 41-minute conference talk from GOTO Copenhagen 2024. Learn why architecture is fundamentally about designing relationships between system parts rather than mastering particular tools like Kubernetes. Discover five essential practices that distinguish great architects: expanding your thinking toolset beyond technical skills, practicing metacognition to understand how you think about problems, excelling at systemic reasoning to see the bigger picture, focusing on relationships between components and people, and knowing when to shift paradigms. Understand how architecture requires socio-technical skills that blend social and technology capabilities, and how our collective thinking patterns directly influence the systems we build in production. Gain insights into systems thinking principles and learn why the most important architectural decisions often happen in conversations and mental models rather than in code, while still maintaining technical excellence as a foundation for credible architectural leadership.

Develop the expertise to architect modern data ecosystems. Learn advanced database design, data modeling, cloud integration, and governance to deliver secure, efficient, and scalable enterprise data solutions.

The goal of the Security Architect Nanodegree is to equip learners with the necessary skills required to advance their careers in the field of cybersecurity. As a security architect, you'll be charged with designing security systems to thwart malware, hacker intrusions and Denial of Service attacks. The program addresses security topics related to architectural and implementation skills required by a skilled cybersecurity professional for critical use-cases like identity & access management, infrastructure security, threat detection and incident response.

A comprehensive course that covers the basics and advanced concepts required to be a MicroStrategy Architect. What you'll learn: Build and maintain MicroStrategy projects in the real worldData warehousing concepts MicroStrategy Architects can be hard to find and play a critical role in any organization. In addition to being experts on MicroStrategy, Architects understand data warehousing concepts as well as business concepts. As a result, they are usually highly compensated for their unique combination of skills.Whether you are a Report Developer or BIAnalyst aspiring to be an Architect or have some experience as an Architect but want to take things to the next level, this course has something for you.

This online course aims to help students to learn the etiology, pathogenesis, pathological changes, progress and outcomes of diseases. This course will provide the theoretical basis for the diagnosis and treatment of disease. Hence, it is the bridge between basic science and clinical medicine and the very fabric that underpins clinical medical practice. we insist on setting the curriculum objectives and optimizing the curriculum structure in the perspective of Competency-based Medical Education(OBE), and effectively help students learn actively Strengthen the cultivation of students' competence.

Dive into the world of React.js with this comprehensive conference recording from React Amsterdam 2018. Explore a diverse range of topics presented by industry experts, including reactive programming, state management, GraphQL integration, and component development. Learn how to leverage D3 with React, create inclusive applications, and scale GraphQL on AWS. Discover new approaches to React 16, mixed-mode React, and the latest in open-source developments. Gain valuable insights and practical knowledge to enhance your React.js skills and stay up-to-date with the latest trends in the React ecosystem.

Embark on a comprehensive journey through the fundamental principles of chemistry with this 8-hour video series. Explore a wide range of topics, from the basics of matter and atomic theory to advanced concepts like quantum mechanics, thermodynamics, and electrochemistry. Learn about chemical bonding, stoichiometry, gas laws, and solution chemistry. Dive into the intricacies of acid-base reactions, redox processes, and nuclear chemistry. Gain practical skills in chemical nomenclature, problem-solving, and data analysis. Ideal for high school and college students, as well as curious beginners, this series provides a solid foundation in the central science, preparing you for further studies or simply satisfying your scientific curiosity.

General ChemistryChapter 1: The Foundations of Chemistry1.1 Basic Concepts1.2 Gases, Liquids and Solutions1.3 Errors and Significant DigitsChapter 2: Atomic Structure and the Periodic Properties of Elements2.1 The Law of the Motion of Microscopic Particles2.2 The Schrödinger Equations2.3 Radial Distribution Functions2.4 Angular Distribution Functions2.5 Factors Effecting Electron Energy2.6 The Periodic Properties of ElementsChapter 3: Covalent Bond Theories3.1 Basic concepts of Chemical Bonds3.2 Lewis’ Theories3.3 Valence Bond Theories3.4 Hybrid Orbital Theories3.5 Valence Shell Electron Pair Repulsion Theories3.6 Molecular Orbital TheoriesChapter 4: Crystal Types and Intermolecular Forces4.1 Crystal Types4.2 Molecular Crystal and Intermolecular Forces4.3 Ionic Crystal and Ionic Bonds4.4 Polarization of Ions4.5 Metallic Crystal and Metallic BondsChapter 5: Preliminary Chemical Thermodynamics5.1 Basic concepts of Chemical Thermodynamics5.2 First Law of Thermodynamics5.3 Third Law of Thermodynamics5.4 Second Law of ThermodynamicsChapter 6: The Rates of Chemical Reactions6.1 Chemical Reaction Rate and Expression6.2 Effects of External Conditions on Reaction RateChapter 7: Chemical Equilibria7.1 Chemical Equilibrium Constant7.2 Shifting of Chemical EquilibriumChapter 8: Acids & Bases Equilibrium8.1 Electrolyte Solution Theories8.2 The Development of Acids & Bases Theories8.3 Weak Acids & Bases Ionization Equilibria8.4 Buffered SolutionChapter 9: The Equilibrium of Precipitation9.1 The Equilibrium of Precipitation9.2 Shifting of The Equilibrium of Precipitation Chapter 10: Oxidation-Reduction Reactions10.1 Oxidation-Reduction Reactions10.2 Primary Cells and Electrode Potential10.3 Thermodynamics of Cell Reactions and The Factors Affecting Electrode Potential10.4 The ApplicationsChapter 11: Coordination Compounds11.1 Basic concepts of Coordination Compounds11.2 Stereochemistry of Coordination Compounds11.3 Bonding Theories of Coordination Compounds — Valence Bond Theories11.4 Bonding Theories of Coordination Compounds — Crystal Field Theories11.5 Stability and Equilibrium Coordination CompoundsChapter 12: Elemental Commonality12.1 The Origins of Elements12.2 The Main Group Elements — s-block12.3 The Main Group Elements — p-block12.4 The Transition Metal Elements — d-block and ds-block12.5 The Rare Earth Elements — f-block

Build a comprehensive foundation in fundamental physics principles that govern the natural world. This course provides essential expertise in classical mechanics, thermodynamics, and optics, offering practical frameworks to analyze and explain diverse physical phenomena through quantitative approaches. Learn to apply Newton's laws to complex scenarios, understand energy and momentum principles, and explore wave mechanics through simple harmonic motion. Master the first and second laws of thermodynamics with real-world applications, from microscopic atomic systems to massive engines. Discover optical phenomena including interference, diffraction, and polarization of electromagnetic waves. Whether you're pursuing engineering, physical sciences, or technical careers requiring analytical problem-solving, this course equips you with the fundamental physics knowledge used by scientists and engineers to understand, predict, and optimize physical systems across all scales of nature.