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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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    U

    University of Maryland, College Park

    Exploring Quantum Physics

    Skills you'll gain: Physics, Quantitative Research, Mechanics, Physical Science, Advanced Mathematics, Mathematical Modeling

    4.2
    Rating, 4.2 out of 5 stars
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    73 reviews

    Mixed · Course · 1 - 3 Months

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    E

    EDUCBA

    Predictive Analytics & Modeling with Minitab

    Skills you'll gain: Data-Driven Decision-Making, Minitab, Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Analytics, Predictive Analytics, Descriptive Statistics, Business Analytics, Statistical Modeling, Predictive Modeling, Forecasting, Advanced Analytics, Probability & Statistics, Exploratory Data Analysis, Statistical Methods

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Introducción a la producción de música

    Skills you'll gain: Music, Media Production, Musical Composition, Instrumental Music, Editing, File Management, System Configuration

    4.7
    Rating, 4.7 out of 5 stars
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    264 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    M

    Michigan State University

    Capstone: Create your own professional journalistic portfolio

    Skills you'll gain: Interviewing Skills, Journalism, Report Writing, Investigation, Research, Peer Review, Content Creation, Storytelling, Ethical Standards And Conduct, Data Collection, Writing, Multimedia

    4.7
    Rating, 4.7 out of 5 stars
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    93 reviews

    Mixed · Course · 1 - 3 Months

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    E

    EDUCBA

    Deep Learning RNN & LSTM: Stock Price Prediction

    Skills you'll gain: Data Preprocessing, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Model Evaluation, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Keras (Neural Network Library), Deep Learning, Pandas (Python Package), NumPy

    4.6
    Rating, 4.6 out of 5 stars
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    9 reviews

    Mixed · Course · 1 - 4 Weeks

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    D

    Duke University

    Drones for Environmental Science

    Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environmental Laws, Environment, Environmental Science, Geospatial Information and Technology, Robotics, Ethical Standards And Conduct, Research, Data Analysis Software, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
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    76 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Santa Cruz

    Bayesian Statistics: Capstone Project

    Skills you'll gain: Bayesian Statistics, Technical Communication, Data Presentation, R Programming, Statistical Analysis, Statistical Modeling, Data Analysis, Time Series Analysis and Forecasting, Statistical Inference, Sampling (Statistics), Model Evaluation, Probability Distribution

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    NLP – Machine Learning Models in Python

    Skills you'll gain: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Unstructured Data, Python Programming, Algorithms

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    67 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    U

    University of Pennsylvania

    Introduction to Python Programming

    Skills you'll gain: File I/O, Data Structures, Programming Principles, Python Programming, Computer Programming, Computational Thinking, Scripting, Software Development Tools, Scripting Languages, Integrated Development Environments, Jupyter

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    머신 러닝 프로젝트 구조화

    Skills you'll gain: Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Technical Management, Machine Learning, Applied Machine Learning, Model Evaluation, Deep Learning, Debugging, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    I

    ISACA

    Auditing Generative AI: Strategy, Analysis & Risk Mitigation

    Skills you'll gain: Generative AI, Responsible AI, Auditing, AI Product Strategy, Compliance Auditing, Internal Auditing, Risk Analysis, Risk Management, Artificial Intelligence, Risk Mitigation, Machine Learning Methods

    4.5
    Rating, 4.5 out of 5 stars
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    46 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Exploring Quantum Physics: University of Maryland, College Park
  • Predictive Analytics & Modeling with Minitab: EDUCBA
  • Introducción a la producción de música: Berklee
  • Capstone: Create your own professional journalistic portfolio: Michigan State University
  • Deep Learning RNN & LSTM: Stock Price Prediction: EDUCBA
  • Drones for Environmental Science: Duke University
  • Bayesian Statistics: Capstone Project: University of California, Santa Cruz
  • NLP – Machine Learning Models in Python: Packt
  • Simple Linear Regression for the Absolute Beginner: Coursera
  • Introduction to Python Programming: University of Pennsylvania

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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