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
Coursera
Skills you'll gain: Surveys, Employee Surveys, User Feedback, Microsoft Office, Microsoft 365, Developing Training Materials, Key Performance Indicators (KPIs)
Skills you'll gain: Real Time Data, Dataflow, Data Pipelines, Dashboard, Google Cloud Platform, Data Processing, Data Transformation, Scalability, Performance Tuning
Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Regression Analysis, Data Analysis
Status: Free TrialGoogle Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Processing, Model Evaluation, Keras (Neural Network Library), Applied Machine Learning, Data Transformation, Machine Learning Methods, Machine Learning
Status: Free TrialArizona State University
Skills you'll gain: Statistical Analysis, Regression Analysis, Sampling (Statistics), Statistical Modeling, Statistical Methods, Data Analysis Software, Data Transformation, Statistical Hypothesis Testing, Probability Distribution
Coursera
Skills you'll gain: SQL, PostgreSQL, Database Management, Data Manipulation, Database Systems
Status: Free TrialUniversity of California, Santa Cruz
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
Status: NewSkills you'll gain: Recurrent Neural Networks (RNNs), Forecasting, Statistical Modeling, Model Evaluation, Feature Engineering, Data Visualization Software
Skills you'll gain: Salesforce Development, Salesforce, AI Enablement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Data Quality, Customer Relationship Management (CRM) Software, Predictive Analytics, Data Management, Data Capture, Generative AI, Business Ethics, Customer Engagement
Coursera
Skills you'll gain: Data Visualization Software, Data Visualization, Interactive Data Visualization, Visualization (Computer Graphics), JSON, Data Mapping, Javascript
Status: PreviewUniversity of California, Irvine
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Tableau Software, Exploratory Data Analysis, Correlation Analysis, Storytelling, Data Ethics, Data Analysis, Advanced Analytics
Status: PreviewUniversity of Zurich
Skills you'll gain: Extensible Markup Language (XML), Natural Language Processing, Multilingualism, Language Interpretation, Translation, and Studies, Unstructured Data, Machine Learning Methods, Document Management, Data Quality
In summary, here are 10 of our most popular applied data science courses
- Get Started with Microsoft Forms: Coursera
- Building Resilient Streaming Systems on GCP em Português Brasileiro: Google Cloud
- Solving ML Regression Problems with AWS AutoGluon: Coursera
- Feature Engineering em Português Brasileiro: Google Cloud
- Random Models, Nested and Split-plot Designs: Arizona State University
- SQL Mathematical Functions: Coursera
- Bayesian Statistics: Capstone Project: University of California, Santa Cruz
- A Practical Approach to Timeseries Forecasting Using Python: Packt
- Salesforce Certified AI Associate Certification: Packt
- Introduction to D3.js: Coursera
