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  • Data Structures And Algorithms

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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    Peking University

    Nursing Research: Principles and Methods(护理研究:基本原理与方法)

    Skills you'll gain: Nursing, Science and Research, Clinical Research, Scientific Methods, Clinical Research Ethics, Medical Science and Research, Biostatistics, Epidemiology

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    Generative AI for Everyone

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Large Language Modeling, ChatGPT, AI Product Strategy, AI Security, Artificial Intelligence, Automation, Cloud Applications, Social Impact

    4.8
    Rating, 4.8 out of 5 stars
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    5K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Machine Learning Made Easy for Software Engineers

    Skills you'll gain: Model Evaluation, Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Data Cleansing, Microservices, Data Pipelines, Feature Engineering, Data Quality, Data Validation, Containerization, Application Deployment, Service Level, Extract, Transform, Load, Data Transformation, System Monitoring, Debugging, Machine Learning Methods, Performance Tuning, Machine Learning Algorithms

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Build Predictive & Supervised Models

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Applied Machine Learning, Performance Metric, Regression Analysis, Continuous Monitoring, Statistical Methods, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Google

    AI Fundamentals

    Skills you'll gain: Responsible AI, AI Enablement, Google Gemini, Artificial Intelligence, AI Workflows, AI Personalization, Generative AI, Google Workspace

    4.8
    Rating, 4.8 out of 5 stars
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    840 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Replicate Databases for High Availability

    Skills you'll gain: Database Architecture and Administration, Relational Databases, Operational Databases, PostgreSQL, Database Management, Scalability, Databases, Disaster Recovery, Performance Tuning, Maintainability, Data Storage Technologies, System Monitoring, Data Pipelines, Data Manipulation, Data Transformation

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API

    Skills you'll gain: Image Analysis, Cloud API, Google Cloud Platform, Applied Machine Learning, Computer Vision, Application Programming Interface (API), Machine Learning

    Intermediate · Project · Less Than 2 Hours

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    Edureka

    Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

    Skills you'll gain: Data Analysis Expressions (DAX), Azure Synapse Analytics, Microsoft Azure, Real Time Data, Query Languages, Power BI, Data Warehousing, Dataflow, SQL, Apache Spark, Data Pipelines, Data Governance, Business Analytics, Data Management, Data Science, Workflow Management, Security Engineering, Artificial Intelligence and Machine Learning (AI/ML), Warehouse Management, Application Deployment

    Intermediate · Course · 1 - 3 Months

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    Coursera

    SEO Visibility: Build and Monitor Your Brand Online

    Beginner · Course · 1 - 4 Weeks

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    The University of Edinburgh

    Introduction to Philosophy

    Skills you'll gain: Liberal Arts, Political Sciences, Research, Psychology, Social Studies, Scientific Methods, Research Methodologies, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
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    9.7K reviews

    Mixed · Course · 3 - 6 Months

  • Status: Free Trial
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    University of Washington

    Machine Learning: Classification

    Skills you'll gain: Classification Algorithms, Applied Machine Learning, Logistic Regression, Supervised Learning, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Model Evaluation, Text Mining, Machine Learning Algorithms, Scalability, Machine Learning, Natural Language Processing, Big Data, Probability & Statistics, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    3.7K reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Crunch Vectors with GeoPandas

    Skills you'll gain: Spatial Data Analysis, Geographic Information Systems, Geospatial Mapping, Geospatial Information and Technology, Geostatistics, Data Validation, Data Transformation, Geometric Dimensioning And Tolerancing

    Beginner · Course · 1 - 4 Weeks

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

  • Nursing Research: Principles and Methods(护理研究:基本原理与方法): Peking University
  • Generative AI for Everyone: DeepLearning.AI
  • Machine Learning Made Easy for Software Engineers: Coursera
  • Build Predictive & Supervised Models: Coursera
  • AI Fundamentals: Google
  • Replicate Databases for High Availability: Coursera
  • Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API: Google Cloud
  • Microsoft Fabric Analytics Engineer: DP-600 Exam Prep: Edureka
  • SEO Visibility: Build and Monitor Your Brand Online: Coursera
  • Introduction to Philosophy: The University of Edinburgh

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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