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Results for "data cleaning and preprocessing for ml"
Imperial College London
Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Probability & Statistics, Data Transformation, Jupyter, Data Science, Advanced Mathematics, Statistics, Machine Learning Algorithms, Geometry, Machine Learning Methods, Artificial Neural Networks, Algorithms, Data Manipulation, Mathematical Modeling, Python Programming
Skills you'll gain: Dashboard, SQL, Descriptive Statistics, Jupyter, Statistical Analysis, Data Analysis, Probability Distribution, Pandas (Python Package), Data Visualization Software, Statistics, Data Visualization, Statistical Hypothesis Testing, Databases, Stored Procedure, Web Scraping, Relational Databases, Automation, Software Development Tools, Data Science, Python Programming
University of California San Diego
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Routing, Debugging, Network Model, Bioinformatics, Advanced Mathematics, Operations Research, Development Testing, Software Testing, Theoretical Computer Science, Computational Thinking, Network Analysis, Programming Principles, Epidemiology, Computer Programming, C++ (Programming Language), Infectious Diseases, Linear Algebra
DeepLearning.AI
Skills you'll gain: Computer Vision, Deep Learning, Image Analysis, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Supervised Learning, Keras (Neural Network Library), Artificial Intelligence, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Debugging, Performance Tuning, Machine Learning Methods, Python Programming, Data-Driven Decision-Making, Text Mining, Machine Learning Algorithms
Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Power BI, Microsoft Power Platform, Data Analysis, Pivot Tables And Charts, Data Cleansing, Data Manipulation
- Status: Free
Stanford University
Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution, Correlation Analysis
Johns Hopkins University
Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Data Visualization, Statistical Programming, Ggplot2, Dimensionality Reduction, Data Visualization Software, Data Integration, Knitr, Data Analysis, Data Import/Export, General Science and Research, Data Sharing, Statistical Reporting
- Status: New AI skills
Skills you'll gain: Media Planning, Search Engine Marketing, Email Marketing, Data Storytelling, Social Media Strategy, Search Engine Optimization, Social Media, Social Media Marketing, Content Creation, Order Fulfillment, A/B Testing, Target Audience, Digital Marketing, E-Commerce, Loyalty Programs, Social Media Management, Customer Retention, Persona Development, Performance Measurement, Marketing Automation
DeepLearning.AI
Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Continuous Deployment, Software Development Life Cycle, Machine Learning, Applied Machine Learning, Data Validation, Feature Engineering, Data Quality, Debugging, Continuous Monitoring, Data Pipelines
- Status: AI skills
Skills you'll gain: Data Storytelling, Dashboard, Data Visualization Software, Plotly, Data Presentation, Data Visualization, SQL, Interactive Data Visualization, Exploratory Data Analysis, Data Cleansing, Big Data, Jupyter, Data Analysis, Pandas (Python Package), Databases, Excel Formulas, Professional Networking, Automation, Microsoft Excel, Interviewing Skills
Skills you'll gain: Data Ethics, Data Analysis, Data Security, Google Sheets, Data Cleansing, Databases, Data Access, Data Storage, Data Quality, Data Integrity, Data Management, Data Collection, Data Manipulation, Relational Databases, SQL, Unstructured Data
Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Unit Testing, Data Ethics, Application Deployment, Data Manipulation, Exploratory Data Analysis, Containerization, Data Pipelines, CI/CD, Software Testing, Data Import/Export, Amazon Web Services, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Docker (Software), Rust (Programming Language)
In summary, here are 10 of our most popular data cleaning and preprocessing for ml courses
- Mathematics for Machine Learning: Imperial College London
- Data Science Fundamentals with Python and SQL: IBM
- Data Structures and Algorithms: University of California San Diego
- Deep Learning: DeepLearning.AI
- Preparing Data for Analysis with Microsoft Excel: Microsoft
- Introduction to Statistics: Stanford University
- Data Science: Foundations using R: Johns Hopkins University
- Google Digital Marketing & E-commerce: Google
- Machine Learning in Production: DeepLearning.AI
- IBM Data Analyst: IBM