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Coursera Project Network
Skills you'll gain: SQL, Database Design, Relational Databases, Data Manipulation, Databases, Data Import/Export, PostgreSQL, Data Integrity
Skills you'll gain: PyTorch (Machine Learning Library), Statistical Methods, Generative AI, Keras (Neural Network Library), Unsupervised Learning, Natural Language Processing, Jupyter, Reinforcement Learning, Deep Learning, Regression Analysis, Data Manipulation, Statistical Analysis, Tensorflow, Verification And Validation, Scikit Learn (Machine Learning Library), Python Programming, ChatGPT, Artificial Neural Networks, Data Processing, Machine Learning Algorithms
Johns Hopkins University
Skills you'll gain: Bioinformatics, Unix Commands, Biostatistics, Exploratory Data Analysis, Statistical Analysis, Unix, Data Science, Data Management, Statistical Methods, Command-Line Interface, Statistical Hypothesis Testing, Linux Commands, Science and Research, Statistical Modeling, Data Structures, Data Analysis, R Programming, Computational Thinking, Statistical Programming, Jupyter
University of Illinois Urbana-Champaign
Skills you'll gain: Data Visualization, Data Visualization Software, Text Mining, Data Presentation, Data Mining, Interactive Data Visualization, Data Storytelling, Dashboard, Visualization (Computer Graphics), Tableau Software, Plot (Graphics), Natural Language Processing, Unsupervised Learning, Unstructured Data, Statistical Analysis, Graphing, Big Data, Anomaly Detection, Analytics, Data Validation
Skills you'll gain: Extract, Transform, Load, Data Architecture, Data Pipelines, Big Data, Data Warehousing, Data Governance, Data Storage Technologies, Apache Hadoop, Relational Databases, Apache Spark, Data Lakes, Databases, SQL, Data Mart, Data Security
- Status: Free
Coursera Project Network
Skills you'll gain: Power BI, Data Transformation, Data Cleansing, Data Integration, Predictive Modeling, Data Quality
Skills you'll gain: Git (Version Control System), GitHub, Version Control, Puppet (Configuration Management Tool), CI/CD, Containerization, Debugging, Bash (Scripting Language), Infrastructure as Code (IaC), Docker (Software), Continuous Deployment, Continuous Integration, Technical Communication, Network Troubleshooting, Linux Commands, Linux, Scripting, Automation, Python Programming, Computer Programming
DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Linear Algebra, Statistical Inference, A/B Testing, Applied Mathematics, NumPy, Calculus, Dimensionality Reduction, Machine Learning, Jupyter, Python Programming, Data Transformation, Data Manipulation, Data Science
The Museum of Modern Art
Skills you'll gain: Liberal Arts, Social Studies, Aesthetics, Electronic Media, Culture, Cultural Diversity, Media and Communications, Design, Journalism, Architectural Design, Multimedia, Environmental Issue, Artificial Intelligence, Storytelling, Research, Sociology, Creative Design, Social Justice, Non-Verbal Communication, 3D Modeling
Skills you'll gain: UI/UX Research, Design Thinking, User Research, User Experience Design, User Centered Design, Usability, Persona (User Experience), Web Content Accessibility Guidelines, Prototyping, Wireframing, Sprint Planning
Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Dashboard, MLOps (Machine Learning Operations), Big Data, Data Visualization Software, Data Processing, Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Data Warehousing, Machine Learning, Feature Engineering
University of Michigan
Skills you'll gain: Negotiation, Contract Negotiation, Conflict Management, Communication, Contract Management, Influencing, Planning, Decision Making, Ethical Standards And Conduct, Industrial and Organizational Psychology
In summary, here are 10 of our most popular data cleaning and preprocessing courses
- Performing Data Definition and Manipulation in SQL: Coursera Project Network
- IBM AI Engineering: IBM
- Genomic Data Science: Johns Hopkins University
- Data Mining: University of Illinois Urbana-Champaign
- Introduction to Data Engineering: IBM
- PowerBI for Beginners: Data transformation: Coursera Project Network
- Google IT Automation with Python: Google
- Mathematics for Machine Learning and Data Science: DeepLearning.AI
- Modern and Contemporary Art and Design: The Museum of Modern Art
- Foundations of User Experience (UX) Design: Google