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  2. Applied Data Science

Applied Data Science Courses

Applied Data Science courses can help you learn data analysis, statistical modeling, machine learning, and data visualization techniques. You can build skills in data cleaning, exploratory data analysis, and predictive analytics to derive insights from complex datasets. Many courses introduce tools like Python, R, and SQL, along with libraries such as Pandas and Scikit-learn, that support implementing data-driven solutions and automating processes in real-world applications.

Popular Applied Data Science Courses and Certifications


  • I

    IBM

    Introduction to Data Science

    Skills you'll gain: SQL, Data Cleansing, Jupyter, Data Literacy, Data Mining, Data Manipulation, Data Preprocessing, Business Analysis, Model Deployment, Model Evaluation, Database Management, Relational Databases, Stored Procedure, R Programming, Data Science, Big Data, Data Analysis Software, Computer Programming Tools, Cloud Computing, Python Programming

    4.6 stars, 102K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (102K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
  • J

    Johns Hopkins University

    Data Science: Statistics and Machine Learning

    Skills you'll gain: Shiny (R Package), Rmarkdown, Model Evaluation, Regression Analysis, Leaflet (Software), Exploratory Data Analysis, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Machine Learning Algorithms, Plotly, Interactive Data Visualization, Probability & Statistics, Data Presentation, Data Visualization, Statistical Analysis, Statistical Modeling, R Programming, Machine Learning, GitHub

    4.4 stars, 7.2K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (7.2K) · Intermediate · Specialization · 3 - 6 Months

  • U

    University of Pittsburgh

    Mathematical Foundations for Data Science and Analytics

    Skills you'll gain: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Plot (Graphics), Statistics, Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning

    3.6 stars, 16 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.6 (16) · Beginner · Specialization · 1 - 3 Months

  • J

    John Wiley & Sons

    Applied Data Science with SQL, R, and Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Relational Databases, SQL, Database Theory, Data Visualization, Statistical Programming, Statistical Visualization, Ggplot2, Data Science, Databases, Database Systems, R Programming, Database Design, Statistical Methods, Statistics, Scatter Plots, Data Analysis, Power BI, Python Programming

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • D

    Duke University

    Data Science Math Skills

    Skills you'll gain: Probability, Graphing, Algebra, Data Science, General Mathematics, Data Analysis, Advanced Mathematics, Derivatives

    4.5 stars, 13K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (13K) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Applied Machine Learning

    Skills you'll gain: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Machine Learning Methods, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Model Training, Machine Learning, Deep Learning, Model Optimization

    3.5 stars, 17 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.5 (17) · Intermediate · Specialization · 3 - 6 Months

  • U

    University of Washington

    Practical Predictive Analytics: Models and Methods

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Data Science, Machine Learning Methods, Predictive Analytics, Applied Machine Learning, Analytics, Data Analysis, R Programming, Model Optimization, Statistical Methods, Decision Tree Learning, Statistical Inference, Statistical Analysis, Machine Learning Algorithms, Machine Learning, Statistics, Classification Algorithms, Network Analysis, Big Data

    4.1 stars, 325 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.1 (325) · Mixed · Course · 1 - 4 Weeks

  • G

    Google

    The Power of Statistics

    Skills you'll gain: A/B Testing, Sampling (Statistics), Data Analysis, Analytics, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Probability & Statistics, Advanced Analytics, Probability Distribution, Data Science, Statistical Inference, Statistical Programming, Statistical Methods, Probability, Python Programming

    4.8 stars, 921 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (921) · Advanced · Course · 1 - 3 Months

  • G

    Google

    Foundations of Data Science

    Skills you'll gain: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Data Science, Advanced Analytics, Analytical Skills, Project Management, Communication, Stakeholder Communications, Machine Learning

    4.7 stars, 4.1K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (4.1K) · Advanced · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Advanced Linear Models for Data Science 2: Statistical Linear Models

    Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Probability Distribution, Statistical Modeling, Statistical Analysis, Statistics

    4.6 stars, 109 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (109) · Advanced · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Data Science Decisions in Time

    Skills you'll gain: Precision Medicine, Game Theory, Reinforcement Learning, Data-Driven Decision-Making, Clinical Trials, Image Analysis, Markov Model, Data Analysis, Bayesian Statistics, Decision Making, Data Science, Data Structures, Probability Distribution, Cybersecurity, Statistical Analysis, Algorithms, Statistical Hypothesis Testing, Random Forest Algorithm, Machine Learning, A/B Testing

    Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Probability Distribution, Statistics, Statistical Methods, Statistical Hypothesis Testing, Data Science, Probability & Statistics, Jupyter, Regression Analysis, Correlation Analysis, Probability

    4.5 stars, 471 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (471) · Mixed · Course · 1 - 3 Months

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