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    • Optimization

    Optimization Courses Online

    Master optimization techniques for improving system performance. Learn about linear programming, nonlinear optimization, and heuristic methods.

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    Explore the Optimization Course Catalog

    • S

      Starweaver

      Factory Automation: Shaping the Future of Manufacturing

      Skills you'll gain: Manufacturing and Production, Automation, Manufacturing Operations, Manufacturing Processes, Production Line, Production Process, Lean Manufacturing, Programmable Logic Controllers, Workforce Development, Machine Controls, Safety Assurance, Robotic Process Automation, Safety Training, Human Machine Interfaces, Internet Of Things, Emerging Technologies, Corporate Sustainability, Cost Benefit Analysis

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      W

      Whizlabs

      NVIDIA: Large Language Models and Generative AI Deployment

      Skills you'll gain: Large Language Modeling, Generative AI, PyTorch (Machine Learning Library), Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Application Deployment, Tensorflow, Machine Learning Methods, System Monitoring, Continuous Monitoring, Data Cleansing, Performance Tuning

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      E

      Edureka

      Mastering AI: Neural Nets, Vision System, Speech Recognition

      Skills you'll gain: Computer Vision, Deep Learning, Unsupervised Learning, Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Matplotlib, Probability & Statistics, Image Analysis, Regression Analysis, Machine Learning, Plotly, Scikit Learn (Machine Learning Library), Statistical Analysis, Statistical Methods, Natural Language Processing, Artificial Neural Networks, Visualization (Computer Graphics), Artificial Intelligence

      Intermediate · Specialization · 3 - 6 Months

    • P

      Packt

      Nmap for Penetration Testing: From Beginner to Advanced

      Skills you'll gain: OSI Models, Vulnerability Scanning, Penetration Testing, TCP/IP, General Networking, Network Security, Network Protocols, Cyber Security Assessment, Network Administration, Vulnerability Assessments, Security Testing, Network Analysis, Firewall, Scripting, System Configuration, Software Installation

      Intermediate · Course · 1 - 3 Months

    • C

      Codio

      SQL for Software Developers

      Skills you'll gain: PostgreSQL, Database Design, Relational Databases, Database Management, Database Architecture and Administration, SQL, Databases, Transaction Processing, Data Manipulation, Query Languages

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      S

      Simplilearn

      Content Strategy

      Skills you'll gain: Content Strategy, Content Marketing, Web Content, Paid media, Content Creation, Email Marketing, Social Media Marketing, Search Engine Optimization, Digital Advertising, Business-To-Consumer, Key Performance Indicators (KPIs), Customer Engagement, B2B Sales

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      J

      Johns Hopkins University

      Foundations of Distributed Database Systems

      Skills you'll gain: Distributed Computing, Scalability, Database Systems, Database Architecture and Administration, Databases, Relational Databases, SQL, Query Languages, Performance Tuning, Data Integrity

      Intermediate · Course · 1 - 4 Weeks

    • M

      Microsoft

      Using Microsoft Copilot to Understand Your Customer

      Skills you'll gain: Customer Insights, Customer Analysis, Microsoft Copilot, Persona Development, Marketing Analytics, Marketing, Search Engine Marketing, Search Engine Optimization, Generative AI Agents, Report Writing, Social Media Marketing, Data Import/Export

      4.3
      Rating, 4.3 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free
      Free
      S

      Starweaver

      How to Build an Enterprise AI Strategy

      Skills you'll gain: Business Strategy, Strategic Leadership, Strategic Thinking, Technology Strategies, Organizational Strategy, Innovation, Organizational Leadership, Scalability, Business Transformation, Artificial Intelligence, Return On Investment, Cross-Functional Collaboration

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Introduction to Sales

      Skills you'll gain: Overcoming Objections, Sales, Selling Techniques, Sales Strategy, Sales Presentation, Sales Process, Consultative Selling, Prospecting and Qualification, Rapport Building, Consumer Behaviour, Customer Relationship Building, Customer Insights, Value Propositions, Active Listening

      Beginner · Course · 1 - 4 Weeks

    • S

      SkillUp EdTech

      The DMAIC Framework: Analyze, Improve, and Control Phase

      Skills you'll gain: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Statistical Hypothesis Testing, Statistical Analysis, Continuous Improvement Process, Data Analysis, Process Improvement, Quality Improvement, Root Cause Analysis, Data-Driven Decision-Making, Regression Analysis, Process Optimization, Correlation Analysis

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      ThoughtSpot-Based BI Analytics

      Skills you'll gain: Dashboard, Interactive Data Visualization, Business Intelligence, Data Visualization, Predictive Analytics, Business Intelligence Software, Data Presentation, Data Storytelling, Business Analytics, Advanced Analytics, Analytics, Data-Driven Decision-Making, Stakeholder Communications, Data Analysis, Real Time Data, Business Reporting

      Beginner · Course · 1 - 4 Weeks

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…414243…56

    In summary, here are 10 of our most popular optimization courses

    • Factory Automation: Shaping the Future of Manufacturing : Starweaver
    • NVIDIA: Large Language Models and Generative AI Deployment: Whizlabs
    • Mastering AI: Neural Nets, Vision System, Speech Recognition: Edureka
    • Nmap for Penetration Testing: From Beginner to Advanced: Packt
    • SQL for Software Developers: Codio
    • Content Strategy: Simplilearn
    • Foundations of Distributed Database Systems: Johns Hopkins University
    • Using Microsoft Copilot to Understand Your Customer: Microsoft
    • How to Build an Enterprise AI Strategy: Starweaver
    • Introduction to Sales: Packt

    Skills you can learn in Algorithms

    Graphs (22)
    Mathematical Optimization (21)
    Computer Program (20)
    Data Structure (19)
    Problem Solving (19)
    Algebra (12)
    Computer Vision (10)
    Discrete Mathematics (10)
    Graph Theory (10)
    Image Processing (10)
    Linear Algebra (10)
    Reinforcement Learning (10)

    Frequently Asked Questions about Optimization

    Optimization is the act of selecting the best possible option to solve a mathematical problem when choosing from a set of variables. The concept of optimization has existed in mathematics for centuries, but in more recent times, scientists have discovered that other scientific disciplines have common elements, so the idea of optimization has carried over into other areas of study from engineering to economics to physics to biology. Optimization seeks to discover the maximum or minimum of a function to best solve a problem. It involves variables, constraints, and the objective function, or the goal that drives the solution to the problem. For example, in physics, an optimization problem might seek to discover the minimum amount of energy needed to achieve a certain objective. The advent of sophisticated computers has allowed mathematicians to achieve optimization more accurately across a wide range of functions and problems.‎

    Optimization helps data scientists and computer systems process data more effectively, estimate how many resources it will take to solve a problem, and search for the best solution based on the data available. These features make optimization a key tool that can help those who collect and analyze data. The methods of optimization work hand in hand with statistics and linear algebra to help you understand and process large amounts of data. Solving complex problems that rely on data becomes much easier when you apply the methods and formulas of optimization to them, which makes it essential for machine learning. In fact, today's computer science relies heavily on the relationship between machine learning and optimization. The principles of optimization apply in a different way in business, because nearly every business decision centers on maximizing or minimizing various factors and outcomes.‎

    When you study optimization with online courses on Coursera, you can gain a broad base of knowledge as well as applications that allow you to put what you learn into practice. Beginning courses include those in which you learn the basics of optimization, whereas more advanced courses go deeper into topics like stochastic processes, machine learning through specific applications, or how to estimate financial models.‎

    Online Optimization courses offer a convenient and flexible way to enhance your knowledge or learn new Optimization skills. Choose from a wide range of Optimization courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Optimization, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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