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
University of Colorado Boulder
Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Data Science, Graphing, Statistical Methods, Derivatives, Probability & Statistics
University of Colorado Boulder
Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis, Statistical Methods
University of California, Davis
Skills you'll gain: Data Governance, SQL, Data Quality, Data Access, Data Manipulation, Data Science, Data Analysis
Skills you'll gain: Data Cleansing, Data Manipulation, Data Preprocessing, Business Analysis, Model Deployment, Model Evaluation, Data Modeling, Data Science, Data Collection, Data Analysis, Data Mining
University of Michigan
Skills you'll gain: Pandas (Python Package), Data Manipulation, NumPy, Data Processing, Data Cleansing, Data Science, Statistical Analysis, Pivot Tables And Charts, Data Analysis, Python Programming, Data Import/Export, Text Mining
Sage Publications
Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Data Analysis, Analytics, Geospatial Information and Technology, Geospatial Mapping, Big Data, Data-Driven Decision-Making, Climate Change Adaptation, Data Storytelling, Data Visualization, Data Governance, Data Quality, Data Collection, Performance Management, Business Administration, Constructive Feedback, Performance Appraisal, Goal Setting
University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistics, Statistical Analysis, Predictive Modeling, Machine Learning, Model Evaluation, Logistic Regression, Linear Algebra, Classification Algorithms, Calculus
University of Michigan
Skills you'll gain: Feature Engineering, Model Evaluation, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Python Programming, Classification Algorithms, Artificial Neural Networks
DeepLearning.AI
Skills you'll gain: Probability & Statistics, Statistical Analysis, Statistics, Statistical Modeling, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Analytics, Statistical Methods, Histogram, Probability, Simulations, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Analysis, Sampling (Statistics), Customer Analysis
University of California, Irvine
Skills you'll gain: Social Media Analytics, Data Ethics, Predictive Modeling, Model Evaluation, Unsupervised Learning, Natural Language Processing, Predictive Analytics, Data Analysis, Regression Analysis, Data Mining, Data Science, Text Mining, Decision Tree Learning, Big Data, Analytics, Supervised Learning, Cloud Computing, Fraud detection, Descriptive Analytics, Logistic Regression
Skills you'll gain: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
Illinois Tech
Skills you'll gain: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Visualization, Data Science, Exploratory Data Analysis, Data Presentation, Statistical Methods, Statistical Machine Learning, Statistical Modeling, Probability & Statistics, Data Cleansing, Data Analysis Software, Analytics, R (Software), Statistical Software, Forecasting, Machine Learning
