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    • Data Structures And Algorithms

    Data Structures And Algorithms Courses Online

    Explore Data Structures and Algorithms courses that teach skills in problem-solving, algorithm optimization, and data management. Prepare for careers in software engineering, data science, and system design.

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    Explore the Data Structures And Algorithms Course Catalog

    • I

      IBM

      Generative AI for Data Analysts

      Skills you'll gain: Artificial Neural Networks, Data Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.9K reviews

      Intermediate · Specialization · 1 - 3 Months

    • U

      University of Colorado Boulder

      Databases for Data Scientists

      Skills you'll gain: Databases, Data Management, SQL, Database Design, Database Administration, Data Model, Database Theory, PostgreSQL, Critical Thinking, Database Application, Problem Solving, Data Analysis, Data Structures, Decision Making, Big Data, NoSQL, Data Science, Data Warehousing

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.1K reviews

      Beginner · Specialization · 3 - 6 Months

    • M

      MathWorks

      Practical Data Science with MATLAB

      Skills you'll gain: Data Analysis, Data Science, Data Visualization, Exploratory Data Analysis, Feature Engineering, Machine Learning, Matlab, Regression

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Cloudera

      Modern Big Data Analysis with SQL

      Skills you'll gain: Data Management, Databases, Big Data, SQL, Data Analysis, Data Structures, Cloud Storage, Database Theory, Apache, Database Administration, Data Analysis Software, Exploratory Data Analysis, Database Design, Database Application, Data Warehousing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.4K reviews

      Beginner · Specialization · 3 - 6 Months

    • U

      University of Pennsylvania

      Introduction to Java and Object-Oriented Programming

      Skills you'll gain: Computer Programming, Java Programming, Programming Principles, Software Engineering, Computational Logic, Computational Thinking, Critical Thinking, Problem Solving, Computer Programming Tools, Data Structures

      4.4
      Rating, 4.4 out of 5 stars
      ·
      317 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Michigan

      Database Design and Basic SQL in PostgreSQL

      Skills you'll gain: SQL, Databases, Database Application, Database Design, Data Management, Data Model, PostgreSQL

      4.8
      Rating, 4.8 out of 5 stars
      ·
      980 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Placeholder
      U

      University of Toronto

      GIS Data Acquisition and Map Design

      Skills you'll gain: ArcGIS, Data Visualization, Geovisualization, Data Analysis, Spatial Analysis, Data Analysis Software, Databases, Spatial Data Analysis, Data Model, Mergers & Acquisitions

      4.9
      Rating, 4.9 out of 5 stars
      ·
      696 reviews

      Beginner · Course · 1 - 3 Months

    • Placeholder
      A

      Alberta Machine Intelligence Institute

      Machine Learning Algorithms: Supervised Learning Tip to Tail

      Skills you'll gain: Algorithms, Human Learning, Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Software, Exploratory Data Analysis, Regression

      4.7
      Rating, 4.7 out of 5 stars
      ·
      412 reviews

      Mixed · Course · 1 - 4 Weeks

    • Placeholder
      F

      Fractal Analytics

      Data Storytelling

      Skills you'll gain: Data Visualization, Storytelling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      75 reviews

      Beginner · Course · 1 - 4 Weeks

    • Placeholder
      A

      Amazon Web Services

      Building Data Lakes on AWS

      Skills you'll gain: Big Data, Data Engineering, Data Science, Data Warehousing, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      272 reviews

      Beginner · Course · 1 - 3 Months

    • Placeholder
      I

      IBM

      Generative AI for Data Engineers

      Skills you'll gain: Artificial Neural Networks

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.9K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Placeholder
      J

      Johns Hopkins University

      Data Literacy

      Skills you'll gain: General Statistics, Data Analysis, Probability & Statistics, Statistical Analysis, Research and Design, Statistical Tests, Basic Descriptive Statistics, Regression, Data Visualization, Exploratory Data Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      235 reviews

      Beginner · Specialization · 3 - 6 Months

    Data Structures And Algorithms learners also search

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    1…282930…834

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

    • Generative AI for Data Analysts: IBM
    • Databases for Data Scientists: University of Colorado Boulder
    • Practical Data Science with MATLAB: MathWorks
    • Modern Big Data Analysis with SQL: Cloudera
    • Introduction to Java and Object-Oriented Programming: University of Pennsylvania
    • Database Design and Basic SQL in PostgreSQL: University of Michigan
    • GIS Data Acquisition and Map Design: University of Toronto
    • Machine Learning Algorithms: Supervised Learning Tip to Tail: Alberta Machine Intelligence Institute
    • Data Storytelling: Fractal Analytics
    • Building Data Lakes on AWS: Amazon Web Services

    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)

    Frequently Asked Questions about Data Structures And Algorithms

    Coursera's Data Structures and Algorithms courses equip learners with fundamental and advanced computational skills:

    • Understanding of basic data structures such as arrays, lists, stacks, queues, and trees.
    • Proficiency in more complex data structures like graphs and hash tables.
    • Techniques for algorithm design and analysis, including sorting, searching, and graph algorithms.
    • Skills for solving computational problems and implementing efficient solutions.
    • Best practices for writing clean, efficient, and scalable code.
    • Preparation for technical interviews that require strong algorithmic thinking.‎

    Data Structures and Algorithms courses on Coursera are structured for learners with varying levels of programming expertise:

    • Beginners who have basic programming knowledge can start with introductory courses to build a foundation in data structures and simple algorithms.
    • Those with some experience in coding can enhance their skills with more advanced topics, focusing on algorithmic strategies and data manipulation.
    • Advanced learners can tackle complex problems and study specialized algorithms that are critical for high-level programming and software development.‎

    Completing Data Structures and Algorithms courses on Coursera can lead to a variety of credentials that may support your professional development:

    • Professional certificates that may demonstrate your analytical and coding skills.
    • Specializations that focus on specific areas of algorithms or complex data structures, potentially enhancing your knowledge depth and breadth.
    • Certificates that can be beneficial for career development in software development and engineering roles.‎

    Proficiency in data structures and algorithms is essential for several technical roles across industries:

    • Software Engineer, developing and optimizing complex software applications.
    • Systems Analyst, designing algorithms to improve system performance.
    • Backend Developer, ensuring data is handled efficiently in software solutions.
    • Data Scientist, using algorithmic techniques to analyze large data sets.
    • Technical Product Manager, overseeing the development of products with a strong focus on technical details and performance.‎

    Looking to enhance your team's data structures and algorithms skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our data structures and algorithms training options and make a purchase, please visit our Coursera for Teams page.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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