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This course introduces machine learning using Python. Students will learn structured and unstructured data processing, linear regression modeling and non-linear modeling methods used in machine learning algorithm development, optimization techniques, neural…
This course introduces tools for distributed storage and data processing in an open-source framework. It covers NoSQL, the core components of Hadoop, and an overview of Hive. The extent of data being produced and stored by organizations is increasing. In…
This course provides a practical introduction to the core concepts, methods, and visualization techniques that support modern data exploration and analytics. Students will learn how data science uses historical information to understand past behavior and how…
This hands‑on course introduces students to the foundational concepts, techniques, and workflows that drive modern data science. Learners will explore the complete data science process, including defining project goals, acquiring and preparing data,…
This hands‑on course introduces foundational defensive security strategies and the practical tools used to protect modern computing environments. Students will learn to configure and manage virtualized lab environments, implement firewalls and web servers,…
This hands-on course provides an in‑depth exploration of both common and specialized security tools used during professional penetration assessments. Beginning with an overview of the offensive attack lifecycle, students will examine the strategic purpose of…
Cyber-based attacks and data breaches are threats to any organization, however, effective defense mechanisms are seldom well understood or applied. This course delivers a step-by-step methodology for securing any infrastructure through enhanced defenses to…
This course explores both physical and logical cybersecurity practices essential for protecting technology assets and the core components that support modern IT infrastructures. Students will examine infrastructure security management, physical and logical…
This course combines theoretical cybersecurity fundamentals with state-of-the-art use cases for a comprehensive introduction to the field. It is designed to benefit a cross-section of students, including those considering a career in cybersecurity; system…
An introduction to surface materials for interior designers, this course covers the selection and use of textiles, wall coverings, hard and soft surfaces, floor coverings, rugs, ceramic and vinyl tile, woods and plastics. Instruction includes illustrated…
Java Programming II builds on foundational Java skills and focuses on the advanced concepts required to develop robust, scalable, and maintainable applications. Students will deepen their understanding of object‑oriented programming, explore the use of…
Structured Query Language (SQL) is an American National Standards Institute (ANSI) computer language for accessing and manipulating database systems. It works with database programs such as MS Access, DB2, Informix, MS SQL Server, Oracle and Sybase. Designed…
Structured Query Language (SQL) is an American National Standards Institute (ANSI) standard computer language for accessing and manipulating database systems. SQL works with database programs such as Microsoft Access and SQL Server, DB2, Informix, Oracle and…
The course provides an introduction to computer programming (coding) and software app development. It benefits individuals pursuing programming and software development as a career, as well as anyone in the IT field who works with programmers and systems…
The great Russian actor, director, and teacher Konstantin Stanislavski had a method that combined physicality and spirituality when building a character as the shorter route to finding its inner life. Learn these practical techniques of Stanislavski to…
MAE 156A “Advanced Strength of Materials” (Prof. Mal, A.) Lecture, four hours; discussion, two hours; outside study, six hours. Requisites: courses 82, 101. Not open to students with credit for course 166A. Concepts of stress, strain, and material behavior.…
The Six Sigma Management System is rocking the business world by helping organizations meet or exceed customer requirements through greater efficiency and profitability. "Sigma" is a statistical measurement term that indicates how far a given process deviates…
This course provides engineers, designers, and contractors with a basic technical understanding and appreciation of fire protection systems, specifically automatic sprinkler systems, standpipe systems, fire pumps and water supplies. Students will develop an…
This course explores the subject of high-rise building plumbing design, including the components and systems typically found in such buildings, but also some less traditional approaches. Topics studied include: sanitary waste and vent stacks, storm water,…
Editing is storytelling. Throughout the process, from first assembly to final delivery, editors are responsible for fulfilling the film's potential through a full command of craft, as well as an aesthetic understanding of story, character and rhythm. By…
The camera is the essential tool of the filmmaker. This course prepares cinematographers and digital filmmakers to utilize the camera by employing an aesthetic and technical approach to projects. The essential technical aspects of how digital cinema cameras…
This course is designed to help you develop a stronger understanding of lighting for motion pictures. Through lectures, workshops, assignments, and in-class exercises, you learn about different lighting styles and techniques. Special emphasis is placed on…
This comprehensive, step-by-step overview of physical production processes covers the tangible and intangible aspects of line producing, including budget; breakdown and scheduling; hiring and working with cast, director, staff, crew and outside vendors;…
Adobe Premiere Pro is used by professionals across the spectrum of filmed entertainment, including feature films, music videos and documentaries. You learn how to use this powerful program, from simple editing techniques to more complex compositing, layering,…
In the second part of the Directing Workshop series, participants complete short narrative films using their own digital video camera. Focusing on storytelling, instruction teaches participants how to apply the principles and essential elements of dramatic…
Producers, development executives, directors and writers gain practical experience adapting and developing their own stories for motion pictures, movies-of-the-week and miniseries. Emphasis is placed on studying dramatic structure, learning techniques that…
This hands-on course is designed to introduce beginners to the art of watercolor painting through the vibrant colors and forms of seasonal fruits, vegetables, and edible flowers. Students will explore fundamental watercolor techniques such as wet-on-wet…
Have you ever marveled at the mesmerizing narratives in your favorite podcasts and wondered how they’re crafted? What are the key ingredients that transform a simple story into a captivating audio experience? How can we use sound design, voice, interview…
This course offers a sweeping survey of the art and architecture of the Roman world, from the founding of Rome in the 8th century BCE to the transfer of the capital to Constantinople in the 4th century CE. Students will trace Rome’s transformation from a…
What enables some ideas to reshape industries while others remain promising but unrealized? In an era shaped by AI, professionals across technology, science, and business are generating new concepts rapidly, yet many struggle to move from insight to sustained…
Engaging in creative activity lightens our hearts, helps us make peace with our experiences, and reminds us how to play. Creative writing is especially accessible; it requires no special equipment and can be done anytime. But many of us either internalize…
Have you ever wanted to try hip hop dance but felt nervous to give it a go? Here’s a chance to learn one of the world’s most popular dance forms effortlessly with a renowned teacher and choreographer. Hip hop dance is not just a form of movement; it is deeply…
Science fiction and fantasy provide escape through expansive world-building. They also transform the fantastic into a metaphor for the pressures of contemporary life. This course demystifies the process of writing in these popular genres. Students will…
In this workshop, you will learn how to produce prose that captures a reader’s attention from the very first page. We will read fiction by writers such as Julie Otsuka, Yiyun Li, and John Edgar Wideman to examine how their work engages us through vivid…
Human movement and exercise can increase quality of life through improved immunity, sleep, energy, metabolism, psychological state, longevity (meaning disease-risk reduction), and function of tissues such as bones, nerves, joints, and muscles. This course…
Writing a memoir often begins with momentum and discovery, then slows as the work enters the “murky middle.” This course offers space to re-engage with your project and get you over that hump. For inspiration, we will study personal writing by innovative…
This course examines faith, hope, and love as enduring human responses to uncertainty, loss, and the search for meaning. We will explore how philosophers have interpreted these virtues both within and outside of religious frameworks. Søren Kierkegaard’s Fear…
¡Es hora de aprender español! Whether for business or pleasure, travel abroad, or a trip to the local market, millions of Americans have found Spanish so useful that it has become the nation’s most popularly studied second language. This course is designed to…
Artificial intelligence is advancing rapidly across many domains, including science, business, and public policy. This course offers a data-driven introduction to how AI is evolving globally, grounded in insights from the AI Index Report, Stanford HAI’s…
Artificial intelligence is advancing rapidly across many domains, including science, business, and public policy. This course offers a data-driven introduction to how AI is evolving globally, grounded in insights from the AI Index Report, Stanford HAI’s…
Gain an introduction to fundamental concepts in biology, including cell structure and function; prokaryotes; eukaryotes; metabolism; molecular and organismal genetics; classification; and animal development, form and function. Designed for biology majors and…
Get an introduction to the fundamental concepts of inorganic chemistry, including matter, atoms, molecules, solutions, thermochemistry, chemical bonding and intermolecular forces. This course is designed for biology, premedical and prehealth students. It is…
Study the fundamental concepts of inorganic chemistry, including properties of solutions, kinetics, equilibria, electrochemistry, nuclear chemistry, metals, nonmetals and other topics of interest. This course is aimed at biology, premedical and prehealth…
Master Advanced Planar Antenna Design and Simulation for 5G, IoT, and Unmanned Systems As the demand for advanced wireless systems continues to rise—driven by 5G communication, Unmanned Systems, and the Internet of Things—engineers must design antennas that…
Identify And Review The Building Features That Make A Building Safer From Fire. There are many considerations that go into designing a building including the features that make it safer from fire. Building codes specify the minimum requirements needed to…
Design, Build, and Deploy Intelligent AI Solutions Using Python Building Machine Learning Systems with Python is a hands-on, industry-focused course designed to equip you with the practical skills needed to develop intelligent systems. Beginning with core…
Master Cloud Computing for .NET Developers: Build, Scale, and Optimize on the Cloud Using Microsoft Azure In today’s fast-paced digital landscape, cloud computing has become essential for developing, deploying, and scaling applications efficiently and…
Design real embedded hardware--not just code. This Embedded Systems Hardware Design course equips students with the skills needed to develop complete embedded systems by integrating both hardware and software engineering principles. As demand grows for…
This course covers the basic techniques and strategies for English to Spanish translation. It analyzes common English to Spanish translation pitfalls and the differences between these languages' written styles. The course is appropriate for beginning…
Legal professionals are required to know and follow the ethical standards and rules of professional conduct in order to stay current with their profession. You will learn day-to-day application of these important standards and rules.