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  • Optimization

Optimization Courses

Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Popular Optimization Courses and Certifications


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    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Getting Started with Automated Machine Learning (AutoML)

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Automation, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Machine Learning Methods, No-Code Development, Data Preprocessing, Scikit Learn (Machine Learning Library), Machine Learning, Model Evaluation, Applied Machine Learning, Predictive Modeling, Feature Engineering, Data-Driven Decision-Making, Machine Learning Algorithms, Artificial Intelligence, Data Validation, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    Packt

    The Complete OpenAI JS APIs Course - Build 15 Projects

    Skills you'll gain: Prompt Engineering, OpenAI API, OpenAI, Real Time Data, Embeddings, Web Applications, Application Programming Interface (API), Token Optimization, User Interface (UI), Front-End Web Development, Generative AI, Large Language Modeling, Javascript, Natural Language Processing

    Intermediate · Course · 3 - 6 Months

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    Packt

    Scaling, Access Control, and Exam preparation with Vault

    Skills you'll gain: Identity and Access Management, Scalability, Security Controls, Authorization (Computing), Authentications, Data Access, Cyber Security Policies, Role-Based Access Control (RBAC), Performance Tuning, Data Governance, Token Optimization, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Optimization, Model Deployment

    Intermediate · Course · 1 - 4 Weeks

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    CertNexus

    ETBIZ (Exam ETZ-210)

    Skills you'll gain: Data Science, Data Strategy, Internet Of Things, AI Product Strategy, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping

    Mixed · Course · 1 - 3 Months

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    Coursera

    Integrate AI Insights

    Skills you'll gain: AI Integrations, AI Enablement, Prompt Engineering, AI literacy, AI Workflows, Artificial Intelligence, Automation, Model Optimization, Operational Analysis, Configuration Management, Model Evaluation, Software Documentation, Productivity

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Créer des applications d'IA générative sur Google Cloud

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI, LLM Application, Prompt Engineering, Prompt Engineering Tools, Google Cloud Platform, Large Language Modeling, Model Optimization

    Intermediate · Course · 1 - 3 Months

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    Packt

    Blender Texturing, Sculpting and Unity Integration

    Skills you'll gain: 3D Modeling, 3D Assets, Unity Engine, Computer Graphics, Animation and Game Design, Model Optimization, Video Game Development, Graphics Software, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Generate Insights with LLMs

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Model Optimization, Business Intelligence, Business Reporting, Model Training, Fine-tuning, Data Pipelines, Generative AI, Cost Benefit Analysis, Performance Analysis, Model Evaluation, Key Performance Indicators (KPIs), Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Blender 4 Geometry Nodes Workshop - Jungle Vines

    Skills you'll gain: Animations, Computer Graphic Techniques, Graphical Tools, Model Optimization

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Preparing for Your Cloud Architect Journey - Português

    Skills you'll gain: Cloud Computing Architecture, Cloud Security, Cloud Infrastructure, Cloud Solutions, Solution Architecture, Cloud Computing, Network Planning And Design, Cloud Services, Network Infrastructure, Google Cloud Platform, Process Analysis, Process Optimization, Cloud Deployment, Process Improvement and Optimization, Site Reliability Engineering, Project Implementation, Solution Design, Analysis, Case Studies

    Advanced · Course · 1 - 3 Months

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

  • Build & Optimize TensorFlow ML Workflows: Coursera
  • Getting Started with Automated Machine Learning (AutoML): Edureka
  • The Complete OpenAI JS APIs Course - Build 15 Projects: Packt
  • Scaling, Access Control, and Exam preparation with Vault: Packt
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch: Google Cloud
  • ETBIZ (Exam ETZ-210): CertNexus
  • Integrate AI Insights: Coursera
  • Créer des applications d'IA générative sur Google Cloud: Google Cloud
  • Blender Texturing, Sculpting and Unity Integration: Packt
  • Generate Insights with LLMs: Coursera

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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