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Data Structures And Algorithms Courses

Data Structures and Algorithms courses can help you learn about arrays, linked lists, trees, and graph structures, along with sorting and searching algorithms. You can build skills in problem-solving, optimizing code efficiency, and analyzing algorithm complexity. Many courses introduce tools like Python, Java, or C++ for implementing these concepts, as well as platforms for coding challenges that reinforce your understanding through practical application.


Popular Data Structures And Algorithms Courses and Certifications


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    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Logistic Regression, Transfer Learning, Reinforcement Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Applied Machine Learning, Natural Language Processing, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging

    4.7
    Rating, 4.7 out of 5 stars
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    3.8K reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Master Power BI Analytics & Dashboards with DAX

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Data Modeling, Data Import/Export, Interactive Data Visualization, Microsoft Power Platform, Data Cleansing, Business Intelligence, Data Transformation, Data Visualization Software, Data Sharing, Role-Based Access Control (RBAC), Security Strategy, Key Performance Indicators (KPIs)

    Beginner · Course · 1 - 3 Months

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    Coursera

    Clean & Maintain Lists

    Skills you'll gain: Email Marketing, Data Cleansing, Performance Analysis, Performance Measurement, Key Performance Indicators (KPIs), Marketing Effectiveness, Data Quality, Data Maintenance, Data Validation, Process Improvement and Optimization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google

    Discover the Art of Prompting

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Model Evaluation, Content Creation

    4.9
    Rating, 4.9 out of 5 stars
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    2.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Reliable Cloud Infrastructure: Design and Process - 繁體中文

    Skills you'll gain: Application Deployment, Cloud Infrastructure, Cloud Deployment, Google App Engine, Network Architecture, Service Level, Microservices, CI/CD, Site Reliability Engineering, Continuous Deployment, Cloud Applications, Google Cloud Platform, API Design, Cloud Computing Architecture, Cloud Storage, Kubernetes, Restful API, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Computing, Computer Networking

    Advanced · Course · 1 - 3 Months

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    University of Huddersfield

    Integral Calculus & The Fundamental Theorem

    Skills you'll gain: Integral Calculus, Differential Equations, Calculus, Analytical Skills, Advanced Mathematics, Mathematical Theory & Analysis, Engineering Calculations, Engineering Analysis, Trigonometry, General Mathematics, Applied Mathematics, Mathematical Modeling, Derivatives

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Predictor Impact Using Regression in Minitab

    Skills you'll gain: Data Analysis, Predictive Analytics, Case Studies, Statistical Visualization, Statistical Modeling

    Beginner · Course · 1 - 4 Weeks

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    University of Virginia

    The Modern World, Part One: Global History from 1760 to 1910

    Skills you'll gain: European History, World History, International Relations, Social Sciences, Political Sciences, Economics, Socioeconomics, Cultural Diversity, Governance

    4.8
    Rating, 4.8 out of 5 stars
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    3.1K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Optimize AI: Build & Evaluate Predictive Models

    Skills you'll gain: Predictive Modeling, Statistical Machine Learning, Performance Analysis, Performance Metric, Performance Improvement

    Intermediate · Course · 1 - 4 Weeks

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    Yale University

    Introduction to Classical Music

    Skills you'll gain: Music History, Classical Music, Music, Music Theory, Musical Composition, Instrumental Music, Performing Arts, Music Performance, Art History, Liberal Arts

    4.9
    Rating, 4.9 out of 5 stars
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    4.1K reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Deep Learning Engineering

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Vision Transformer (ViT), Model Evaluation, Transfer Learning, MLOps (Machine Learning Operations), Natural Language Processing, Debugging, Containerization, Kubernetes, Docker (Software), Distributed Computing, Performance Tuning, Applied Machine Learning, Dataflow, Tensorflow, Deep Learning, Cloud Computing, Data Pipelines, Computer Vision

    Advanced · Specialization · 1 - 3 Months

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    DeepLearning.AI

    AI for Medical Diagnosis

    Skills you'll gain: Model Evaluation, Data Preprocessing, Convolutional Neural Networks, Image Analysis, Diagnostic Radiology, Predictive Modeling, Risk Modeling, Statistical Machine Learning, Artificial Intelligence, Tensorflow, Applied Machine Learning, Medical Imaging, Machine Learning Methods, Deep Learning, Natural Language Processing, Medical Science and Research, Machine Learning, Magnetic Resonance Imaging, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    2.1K reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular data structures and algorithms courses

  • Introduction to Machine Learning: Duke University
  • Master Power BI Analytics & Dashboards with DAX: EDUCBA
  • Clean & Maintain Lists: Coursera
  • Discover the Art of Prompting: Google
  • Reliable Cloud Infrastructure: Design and Process - 繁體中文: Google Cloud
  • Integral Calculus & The Fundamental Theorem: University of Huddersfield
  • Analyze Predictor Impact Using Regression in Minitab: EDUCBA
  • The Modern World, Part One: Global History from 1760 to 1910: University of Virginia
  • Optimize AI: Build & Evaluate Predictive Models: Coursera
  • Introduction to Classical Music: Yale 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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