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 System
Skills you'll gain: Requirements Elicitation, Software Design Documents, Requirements Analysis, Mockups, Security Requirements Analysis, Interviewing Skills, User Requirements Documents, Systems Development Life Cycle, Data Flow Diagrams (DFDs), Storyboarding, Functional Requirement, Goal Setting, Software Development Methodologies, Software Documentation, Diagram Design, Agile Methodology, Product Requirements, Unified Modeling Language, Risk Management Framework, Risking
University of Rochester
Skills you'll gain: Physics, Physical Science, Life Sciences, Biology, Environment, General Science and Research, Research, Scientific Methods, Chemistry
Skills you'll gain: Data Visualization, Data Presentation, Data Storytelling, Technical Communication, Technical Documentation, Data Science, Version Control, Data Analysis, Data Processing, Analytical Skills, Project Planning, Social Media Analytics, Software Versioning, Content Performance Analysis
Skills you'll gain: Kubernetes, Docker (Software), Containerization, Application Deployment
Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Statistical Analysis, Data Cleansing, Data Management
University of Colorado Boulder
Skills you'll gain: Problem Solving, Agentic systems, Computational Thinking, Computer Vision, Game Theory, Image Analysis, Artificial Neural Networks, Probability Distribution, Decision Intelligence, Behavioral Economics, Analysis, Convolutional Neural Networks, Logical Reasoning, Algorithms, Human Development, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Theoretical Computer Science, Psychology
Skills you'll gain: Generative AI Agents, Business Process Automation, Agentic Workflows, Generative AI, Automation, AI Orchestration, OpenAI, Multimodal Prompts, Slack (Software), AI Personalization, AI Integrations, Devops Tools, Human Resources, Performance Metric, Performance Measurement, Key Performance Indicators (KPIs), Google Sheets, Application Programming Interface (API), Scalability
University of Amsterdam
Skills you'll gain: Sociology, Social Studies, Social Sciences, Economics, Policy, and Social Studies, Socioeconomics, Culture, Political Sciences, Economics, Scientific Methods
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Model Training, Data Preprocessing, Model Optimization, Model Evaluation, Data Processing, Development Environment, Predictive Analytics, Software Installation
Pragmatic AI Labs
Skills you'll gain: Extract, Transform, Load, Rust (Programming Language), Data Pipelines, JSON, Other Programming Languages, Data Import/Export, Data Integrity, Testability, Data Validation, Data Quality, Test Tools, Software Testing, Data Loss Prevention
Georgia Institute of Technology
Skills you'll gain: Structural Analysis, Structural Engineering, Engineering Analysis, Mechanical Engineering, Mechanics, Engineering, Engineering Calculations, Engineering Practices
École Nationale des Ponts et Chaussées
Skills you'll gain: Socioeconomics, Social Impact, Sustainable Development, Economics, Policy, and Social Studies, Market Dynamics, Energy and Utilities, Social Studies, Environmental Issue, Market Analysis, Sustainable Technologies, Public Policies, Electrical Systems, Sustainable Engineering, Environmental Science, Economics, Market Opportunities, Financial Inclusion, Cost Benefit Analysis, Climate Change Mitigation, Innovation
In summary, here are 10 of our most popular applied data science courses
- Requirements Engineering: Secure Software Specifications: University of Colorado System
- Confronting The Big Questions: Highlights of Modern Astronomy: University of Rochester
- Hands-On Python Challenge: TrendWave Media: Coursera
- Deploy, Manage, and Orchestrate Your Models: Coursera
- Excel Functions and Formulas: Packt
- Mind and Machine: University of Colorado Boulder
- Generative AI for Workflow Automation: Edureka
- Classical Sociological Theory : University of Amsterdam
- Deep Learning with ANN in Python: Build & Optimize: EDUCBA
- ETL Pipelines with Rust: Pragmatic AI Labs
