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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


  • Status: New
    New
    Status: Free Trial
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    Board Infinity

    Transformers and NLP: Fine-Tuning Models with Hugging Face

    Skills you'll gain: Model Evaluation, Fine-tuning, Model Optimization, Hugging Face, Model Deployment, Model Training, Transfer Learning, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, LLM Application, Generative Model Architectures, Data Preprocessing, Data Pipelines, Version Control, Git (Version Control System)

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Foundations and Enterprise Applications of LLM

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Fine-tuning, Prompt Patterns, Model Deployment, Model Training, Generative Model Architectures, Model Optimization, Natural Language Processing, Enterprise Architecture, Machine Learning, Software Design Patterns, Cloud API, API Design

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Analyze BigQuery Usage with Log Analytics

    Skills you'll gain: Data Visualization, Google Cloud Platform, SQL, Analytics, Analysis, Data Warehousing

    Beginner · Project · Less Than 2 Hours

  • Status: Free
    Free
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    Goldman Sachs

    Les bases des opérations avec Goldman Sachs 10,000 Women

    Skills you'll gain: Process Mapping, Operational Efficiency, Business Operations, Operations Management, Process Management, Business Process, Process Analysis, Operations, Business Process Improvement, Process Improvement and Optimization, Operational Analysis, Process Improvement, Process Development, Customer experience improvement, Business Technologies, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

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    Siemens

    응용 전산 유체 역학

    Skills you'll gain: Engineering Analysis, Thermal Management, Simulation and Simulation Software, Simulations, Mechanical Engineering, Numerical Analysis, Engineering, Mathematical Modeling, Model Optimization

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Hugging Face, Model Evaluation, Model Optimization, Embeddings, Transfer Learning, LLM Application, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Fine-tuning, Model Deployment, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Financial Forecasts: Learn from Errors

    Skills you'll gain: Financial Forecasting, Forecasting, Procedure Development, Model Evaluation, Financial Modeling, Continuous Improvement Process, Quality Improvement, Project Documentation, Process Improvement and Optimization, Root Cause Analysis, Knowledge Transfer, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Train Large Language Models Faster - Parallelism Deep Dive

    Skills you'll gain: Model Optimization, Model Training

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
    Preview
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    Google Cloud

    Attention Mechanism - Português Brasileiro

    Skills you'll gain: Model Optimization, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Applied Natural Language Processing in Engineering Part 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Machine Learning Methods, Generative Model Architectures, Data Preprocessing, Deep Learning, Markov Model, Model Optimization, Model Training

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Introduction to Vertex AI Studio - Français

    Skills you'll gain: Prompt Engineering, Gemini, Google Gemini, Generative AI, Prompt Patterns, Multimodal Prompts, AI Workflows, LLM Application, Model Optimization, Prototyping, Fine-tuning, Google Cloud Platform

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    2

    28DIGITAL

    Supervised machine learning and performance evaluation

    Skills you'll gain: Model Training, Machine Learning Methods, Predictive Modeling, Sample Size Determination, Applied Machine Learning, Machine Learning Algorithms, Model Optimization, Statistical Modeling, Probability Distribution, Machine Learning, Analytics, Data Analysis, Analysis, Data Processing

    Intermediate · Course · 1 - 4 Weeks

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

  • Transformers and NLP: Fine-Tuning Models with Hugging Face: Board Infinity
  • Foundations and Enterprise Applications of LLM: Packt
  • Analyze BigQuery Usage with Log Analytics: Google Cloud
  • Les bases des opérations avec Goldman Sachs 10,000 Women: Goldman Sachs
  • 응용 전산 유체 역학: Siemens
  • Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
  • Financial Forecasts: Learn from Errors: Coursera
  • Train Large Language Models Faster - Parallelism Deep Dive: Packt
  • Attention Mechanism - Português Brasileiro: Google Cloud
  • Applied Natural Language Processing in Engineering Part 2: Northeastern University

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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