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Problem Solving Courses

Problem solving courses can help you learn critical thinking, analytical reasoning, creative brainstorming, and decision-making strategies. You can build skills in identifying root causes, evaluating solutions, and implementing effective action plans. Many courses introduce tools like flowcharts, mind mapping software, and data analysis techniques, which help you visualize problems and track progress.


Popular Problem Solving Courses and Certifications


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    Coursera

    Track and Evaluate ML Model Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Version Control, Large Language Modeling, Git (Version Control System), Data Management, Performance Testing, Dashboard, Machine Learning, Scripting, Performance Analysis, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Learn to Choose the Right ML Model

    Skills you'll gain: MLOps (Machine Learning Operations), Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Modeling, Scenario Testing, Machine Learning Algorithms, Responsible AI, Regression Analysis, Classification And Regression Tree (CART), Case Studies, Continuous Monitoring, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    생성형 AI: 환경 살펴보기

    Skills you'll gain: Google Gemini, Generative AI, Gemini, Responsible AI, Google Cloud Platform, AI Product Strategy, Data Governance, AI Enablement, AI Security, Cloud Infrastructure, Cloud Computing Architecture, Decision Making, LLM Application

    Beginner · Course · 1 - 3 Months

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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Formulate Winning Business Strategies

    Skills you'll gain: Business Strategy, Contingency Planning, Business Planning, Organizational Strategy, Strategic Decision-Making, Competitive Analysis, Strategic Leadership, Business Analysis, Portfolio Management, Analysis, Market Analysis, Risk Analysis, Strategic Prioritization, Resource Allocation, Growth Strategies, Market Dynamics

    Beginner · Course · 1 - 3 Months

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    H2O.ai

    Data Science and Machine Learning H2O.ai Platforms

    Skills you'll gain: Model Deployment, Generative AI, Data Wrangling, Project Planning, Responsible AI, Data Preprocessing, Data Governance, Exploratory Data Analysis, Applied Machine Learning, Large Language Modeling, AI Enablement, MLOps (Machine Learning Operations), Data Science, Prompt Engineering, Model Evaluation, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Nursing Leadership: Ethics & Legal Considerations

    Skills you'll gain: Nursing Management, Healthcare Ethics, Legal Risk, Clinical Leadership, Case Studies, Personal Integrity, Nursing, Patient Safety, Business Ethics, Ethical Standards And Conduct, Decision Making, Professionalism, Health Care, Safety Culture, Medical Privacy, Law, Regulation, and Compliance, Informed Consent, Compliance Management, Patient Communication

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate Data Pipelines: Schema Evolution

    Skills you'll gain: Apache Airflow, Data Pipelines, Data Validation, Extract, Transform, Load, Data Migration, Data Quality, Data Integrity, Data Transformation, Data Modeling, System Monitoring, Continuous Monitoring, Scalability, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Application Engineering and Development Part 2

    Skills you'll gain: Software Architecture, Java, Software Design, Object Oriented Programming (OOP), Data-Driven Decision-Making, Business Modeling, Test Data, User Interface (UI) Design, Application Development, Computer Programming, Artificial Intelligence, Data Structures

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Hadoop Projects: Analyze & Optimize Big Data

    Skills you'll gain: Apache Hadoop, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Data Warehousing, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Business Intelligence

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Troubleshooting with AI Using Cloud Assist Investigations

    Skills you'll gain: Google Cloud Platform, Cloud Services, Problem Management, Cloud Engineering, Cloud Management, Cloud Infrastructure, Debugging, Distributed Computing, Incident Response

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master & Apply Advanced SAS Programming Techniques

    Skills you'll gain: Sampling (Statistics), SAS (Software), Data Integration, Statistical Programming, Statistical Methods, Data Manipulation, Data Processing, Data Management, SQL, Data Transformation, Data Governance, Transaction Processing, Version Control, Data Structures, File Management

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular problem solving courses

  • Track and Evaluate ML Model Experiments: Coursera
  • Learn to Choose the Right ML Model: Coursera
  • 생성형 AI: 환경 살펴보기: Google Cloud
  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • Analyze and Formulate Winning Business Strategies: EDUCBA
  • Data Science and Machine Learning H2O.ai Platforms: H2O.ai
  • Nursing Leadership: Ethics & Legal Considerations: Coursera
  • Automate Data Pipelines: Schema Evolution: Coursera
  • Application Engineering and Development Part 2: Northeastern University
  • Hadoop Projects: Analyze & Optimize Big Data: EDUCBA

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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