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  • Convex Optimization

Convex Optimization Courses

Convex optimization courses can help you learn linear programming, duality theory, and gradient descent methods. You can build skills in formulating optimization problems, analyzing convex sets, and applying algorithms to practical work. Many courses introduce tools like MATLAB, Python libraries, and optimization software, that support implementing solutions in fields such as machine learning, artificial intelligence, and operations research.


Popular Convex Optimization Courses and Certifications


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    Coursera

    Mastering Advanced SQL Queries

    Skills you'll gain: SQL, Query Languages, Prompt Engineering, Generative AI, Maintainability

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Optimizing Your Google Cloud Costs 日本語版

    Skills you'll gain: Google Cloud Platform, Cloud Management, Cloud Applications, Cost Management, Cost Control, Budget Management, Serverless Computing, Cost Reduction, Virtual Machines, Query Languages, Resource Utilization, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Gemini and Vertex AI: Building Intelligent Applications

    Skills you'll gain: Prompt Engineering, Generative AI, Google Gemini, Generative AI Agents, Application Deployment, LLM Application, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Google Cloud Platform, Artificial Intelligence, Responsible AI, AI Personalization, Performance Tuning, Application Programming Interface (API), Python Programming, Software Development Tools, Cloud Platforms

    Beginner · Course · 1 - 3 Months

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    Packt

    JavaScript from Beginner to Expert 2.0

    Skills you'll gain: JavaScript Frameworks, Event-Driven Programming, React.js, Full-Stack Web Development, UI Components, Javascript, Node.JS, Application Deployment, Web Applications, Web Development Tools, Object Oriented Programming (OOP), Web Development, Web Design and Development, Back-End Web Development, Scripting, Front-End Web Development, Real Time Data, Data Storage, Maintainability, Data Validation

    Beginner · Specialization · 3 - 6 Months

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    LearnKartS

    GCP Computing and Storage Services

    Skills you'll gain: Google Cloud Platform, Kubernetes, Google App Engine, Cloud Storage, Load Balancing, Cloud Services, Cloud Infrastructure, Cloud Computing, Containerization, Infrastructure As A Service (IaaS), Data Storage, Virtual Machines, Performance Tuning, Cloud Security, Application Deployment, Cloud Applications, Cloud Management, DevOps, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Deep Learning with Keras and Practical Applications

    Skills you'll gain: Exploratory Data Analysis, Keras (Neural Network Library), Data Processing, Data Analysis, Image Analysis, Deep Learning, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Computer Vision, Data Visualization, Machine Learning, Performance Tuning

    Intermediate · Course · 3 - 6 Months

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    Edureka

    Project Leadership, Risk, and Strategic Management

    Skills you'll gain: Stakeholder Engagement, Business Leadership, Quality Management, Risk Management, Resource Management, Team Leadership, Communication, Conflict Management

    Intermediate · Course · 1 - 4 Weeks

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    Amazon Web Services

    AWS X-Ray Getting Started

    Skills you'll gain: Amazon CloudWatch, Amazon Web Services, Amazon Elastic Compute Cloud, AWS Identity and Access Management (IAM), Application Performance Management, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Maven Analytics

    Complete Visual Guide to Machine Learning

    Skills you'll gain: Unsupervised Learning, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Statistical Analysis, Data Science, Forecasting, Data Mining, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Data Quality, Anomaly Detection, Feature Engineering, Dimensionality Reduction, Business Intelligence, Random Forest Algorithm

    Beginner · Course · 1 - 3 Months

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    Packt

    Snowflake - Build and Architect Data Pipelines Using AWS

    Skills you'll gain: Snowflake Schema, Data Pipelines, Apache Airflow, Data Security, Data Infrastructure, Data Governance, Data Architecture, Extract, Transform, Load, Apache Kafka, Data Lakes, Data Management, Performance Tuning, PySpark, Data Warehousing, Amazon S3, Amazon Web Services, Real Time Data, Data Processing, SQL, Stored Procedure

    Intermediate · Course · 3 - 6 Months

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    Packt

    Skills for a Modern Entrepreneur or Business Owner

    Skills you'll gain: Value Propositions, Emotional Intelligence, Business Planning, Target Market, Productivity, Financial Statements, Financial Acumen, Relationship Management, User Research, Marketing, Microsoft Excel, Marketing Strategies, Customer Acquisition Management, Content Marketing, Financial Analysis, Branding, Market Research, Social Media Strategy, Digital Marketing, Data Visualization

    Beginner · Specialization · 3 - 6 Months

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    Whizlabs

    Azure AI & ML: Optimize Language Models for AI Applications

    Skills you'll gain: MLOps (Machine Learning Operations), Microsoft Azure, Prompt Engineering, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Large Language Modeling, Continuous Monitoring, Generative AI, Performance Tuning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Mastering Advanced SQL Queries: Coursera
  • Optimizing Your Google Cloud Costs 日本語版: Google Cloud
  • Gemini and Vertex AI: Building Intelligent Applications: Edureka
  • JavaScript from Beginner to Expert 2.0: Packt
  • GCP Computing and Storage Services: LearnKartS
  • Deep Learning with Keras and Practical Applications: Packt
  • Project Leadership, Risk, and Strategic Management: Edureka
  • AWS X-Ray Getting Started: Amazon Web Services
  • Complete Visual Guide to Machine Learning: Maven Analytics
  • Snowflake - Build and Architect Data Pipelines Using AWS: 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)

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