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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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    LearnKartS

    AI Social Media Marketing with ChatGPT & Gemini

    Skills you'll gain: Content Scheduling, Driving engagement, Social Media Content, Google Gemini, Social Media Marketing, Customer Engagement, Social Media, Social Media Management, Social Media Strategy, ChatGPT, Marketing Automation, Content Creation, Content Strategy, Online Advertising, Copywriting, Search Engine Optimization, Keyword Research, Writing, Web Analytics and SEO, Competitive Analysis

    Beginner · Course · 1 - 4 Weeks

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    Alex Genadinik

    ABM - Account Based Marketing To Get The Biggest 5% Clients

    Skills you'll gain: Lead Generation, Search Engine Optimization, Account Strategy, Keyword Research, Prospecting and Qualification, Sales Prospecting, Upselling, B2B Sales, Sales Strategy, Marketing Strategy and Techniques, Sales Process, Content Marketing, Demand Generation, Personalized Campaigns, Content Creation

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Deep Learning with TensorFlow: Build Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Fine-tuning, Model Optimization, Model Training, Computer Vision, Applied Machine Learning, Classification Algorithms, Network Architecture, Data Processing

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Design Engaging Social Media Visuals Fast

    Skills you'll gain: Canva (Software), Social Media Marketing, Social Media Content, Social Media, Instagram, Creative Design, Style Guides, Graphic and Visual Design Software, Facebook, Graphic Design, Graphic and Visual Design, Digital Design, Technical Standard, Image Quality, Design Specifications, Branding, Content Optimization

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Design and Build Custom Neural Networks

    Skills you'll gain: Network Architecture, Model Optimization, Artificial Neural Networks, Model Training, Performance Testing, Deep Learning, Vision Transformer (ViT)

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Generative AI, Model Evaluation, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Detect AI Anomalies: Real-Time Outliers

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Model Evaluation, Threat Detection, Statistical Analysis, Model Optimization, Statistical Hypothesis Testing, Trend Analysis, Real Time Data, Statistical Methods, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Vertex AI Studio - Português Brasileiro

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Prompt Engineering, Prompt Engineering Tools, AI Product Strategy, Multimodal Prompts, Model Deployment, Model Optimization, LLM Application, Google Cloud Platform, Fine-tuning

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Salesforce Agents: Building AI-Powered Automations

    Skills you'll gain: Salesforce, Business Process Automation, Agentic Workflows, Generative AI Agents, AI Orchestration, AI Workflows, Agentic systems, Automation, AI Product Strategy, Business Workflow Analysis, Process Optimization, AI Integrations, Customer experience improvement, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    SD-WAN: Optimizing Network Performance & Security

    Skills you'll gain: Software-Defined Networking, Network Architecture, Network Engineering, Network Planning And Design, Wide Area Networks, Virtual Private Networks (VPN), Network Administration, Network Security, Network Performance Management, Firewall, Network Routing, Security Controls

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Azure ML Bootcamp: Machine Learning on the Cloud

    Skills you'll gain: Data Preprocessing, Model Deployment, Model Evaluation, Model Optimization, Generative Model Architectures, Feature Engineering, Model Training, Machine Learning Methods, Microsoft Azure, Applied Machine Learning, Machine Learning, Azure DevOps Pipelines, Data Processing, Large Language Modeling, Cloud Deployment, Machine Learning Software, Data Cleansing, Supervised Learning, Machine Learning Algorithms, AI Workflows

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Optimizing and Deploying Computer Vision Models

    Skills you'll gain: Model Evaluation, Model Training, Image Analysis, Model Optimization, Computer Vision, Model Deployment, Image Quality, MLOps (Machine Learning Operations), Data Analysis, Deep Learning, Exploratory Data Analysis, Failure Analysis, Data Preprocessing, Workflow Management, AI Workflows, Data Transformation, Experimentation, Performance Analysis, Data Manipulation, Performance Metric

    Intermediate · Course · 1 - 3 Months

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

  • AI Social Media Marketing with ChatGPT & Gemini: LearnKartS
  • ABM - Account Based Marketing To Get The Biggest 5% Clients: Alex Genadinik
  • Deep Learning with TensorFlow: Build Neural Networks: EDUCBA
  • Design Engaging Social Media Visuals Fast: Coursera
  • Design and Build Custom Neural Networks: Coursera
  • Fine-tuning Text Models with PEFT: Coursera
  • Detect AI Anomalies: Real-Time Outliers: Coursera
  • Introduction to Vertex AI Studio - Português Brasileiro: Google Cloud
  • Salesforce Agents: Building AI-Powered Automations: Coursera
  • SD-WAN: Optimizing Network Performance & Security: 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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