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Results for "data cleaning and preprocessing for ml"
Skills you'll gain: ChatGPT, Generative AI, Artificial Intelligence, OpenAI, Workflow Management, Deep Learning, Business Workflow Analysis, Artificial Neural Networks, Governance, Machine Learning, Application Deployment, Business Transformation, IBM Cloud, Business Technologies, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Computer Vision, Business Logic, Software Development Tools, Image Analysis
Stanford University
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Bioinformatics, Theoretical Computer Science, Computational Thinking, Network Analysis, Network Routing, Mathematical Theory & Analysis, Analysis, Probability, Design Strategies, Computer Science
Skills you'll gain: Rmarkdown, Ggplot2, R Programming, Data Visualization, Data Analysis, Tidyverse (R Package), Data Cleansing, Data Manipulation, Statistical Analysis, Programming Principles, Development Environment, Integrated Development Environments, Data Import/Export, Data Structures
- Status: Free
Stanford University
Skills you'll gain: Cooking, Preventative Care, Food and Beverage, Behavioral Health, Socioeconomics, Education and Training, Culture, Environmental Issue
Skills you'll gain: Generative AI, ChatGPT, Data Storytelling, OpenAI, Analytics, Data Analysis, Interactive Data Visualization, Dashboard, Data Ethics, Artificial Intelligence, IBM Cloud, Data Visualization Software, Artificial Intelligence and Machine Learning (AI/ML), SQL, Python Programming, Software Development Tools, Augmented and Virtual Reality (AR/VR), Deep Learning, Image Analysis, Technical Communication
University of Colorado Boulder
Skills you'll gain: Algorithms, Data Structures, Graph Theory, Operations Research, Theoretical Computer Science, Public Key Cryptography Standards (PKCS), Computational Thinking, Pseudocode, Cryptography, Computer Science, Programming Principles, Encryption, Network Model, Linear Algebra, Combinatorics, Data Science, Advanced Mathematics, Mathematical Modeling, Design Strategies, Computer Programming
Skills you'll gain: Data Ethics, Data Analysis, Data Security, Google Sheets, Databases, Data Storage, Data Quality, Data Integrity, Data Management, Data Collection, Data Manipulation, Relational Databases, SQL, Metadata Management, Unstructured Data
Skills you'll gain: Jupyter, Data Visualization Software, Data Science, GitHub, Big Data, R Programming, Statistical Programming, Application Programming Interface (API), Machine Learning, Cloud Computing, Git (Version Control System), Python Programming, SQL
University of Michigan
Skills you'll gain: Web Scraping, Data Processing, Relational Databases, JSON, Database Design, SQL, Network Protocols, Databases, Web Services, Restful API, Programming Principles, Data Cleansing, Data Structures, Data Storytelling, Data Collection, Computer Programming, Python Programming, Data Manipulation, Development Environment, Computational Thinking
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, Machine Learning Algorithms
Tableau Learning Partner
Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Requirements Elicitation, Ad Hoc Reporting, Data Governance, Data Ethics, Tableau Software, Business Analysis, Data Visualization Software, Data Warehousing, Business Metrics, Dashboard, Statistical Visualization, Extract, Transform, Load, Data Analysis, Spatial Data Analysis, Data Quality, Data Management, Descriptive Statistics, Interactive Data Visualization
Skills you'll gain: Dashboard, Power BI, Data Storytelling, Data Visualization Software, Microsoft Power Platform, Data Presentation, Advanced Analytics, Statistical Reporting, Interactive Data Visualization, Business Intelligence, Data Analysis, Web Content Accessibility Guidelines
In summary, here are 10 of our most popular data cleaning and preprocessing for ml courses
- AI Foundations for Everyone: IBM
- Algorithms: Stanford University
- Data Analysis with R Programming: Google
- Stanford Introduction to Food and Health: Stanford University
- Generative AI for Data Analysts: IBM
- Foundations of Data Structures and Algorithms: University of Colorado Boulder
- Prepare Data for Exploration: Google
- Tools for Data Science: IBM
- Python for Everybody: University of Michigan
- Data Mining: University of Illinois Urbana-Champaign