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Results for "data cleaning and preprocessing for ml"
University of Michigan
Skills you'll gain: Matplotlib, Network Analysis, Feature Engineering, Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Pandas (Python Package), Applied Machine Learning, Supervised Learning, Text Mining, Scikit Learn (Machine Learning Library), Network Model, Jupyter, NumPy, Graph Theory, Data Manipulation, Natural Language Processing, Data Analysis, Data Processing, Unstructured Data
Skills you'll gain: ChatGPT, Generative AI, Interactive Data Visualization, Business Intelligence, Data Presentation, Infographics, OpenAI, Dashboard, Data Storytelling, Data Visualization Software, Business Analytics, Data Ethics, Artificial Intelligence, IBM Cloud, Artificial Intelligence and Machine Learning (AI/ML), Query Languages, SQL, Software Development Tools, Image Analysis, Technical Communication
University of Michigan
Skills you'll gain: Data Structures, Python Programming, Data Manipulation, Development Environment, File Management, Data Analysis, Computer Programming, Software Installation
Skills you'll gain: Data Warehousing, SQL, Extract, Transform, Load, Apache Airflow, Linux Commands, Database Design, IBM Cognos Analytics, MySQL, Data Pipelines, Apache Kafka, Database Management, Bash (Scripting Language), Shell Script, Database Architecture and Administration, IBM DB2, Data Visualization, Relational Databases, Dashboard, Stored Procedure, Data Architecture
University of California San Diego
Skills you'll gain: Apache Spark, PySpark, Apache Hadoop, Data Integration, Exploratory Data Analysis, Big Data, Graph Theory, Data Pipelines, Data Modeling, Regression Analysis, Data Mining, Data Management, Applied Machine Learning, Data Infrastructure, Scalability, Data Processing, Statistical Analysis, Databases, Data Architecture, Technical Communication
Stanford University
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Analysis, Computational Thinking, Theoretical Computer Science, Network Routing
Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Kubernetes, Containerization, Database Architecture and Administration, MySQL, PostgreSQL, Identity and Access Management, Cloud Storage, Data Migration, Cloud Services, Cloud Management, Virtual Machines, Cloud API, Cloud Computing, Oracle Databases, Cloud Security, Cloud Applications, Database Administration
Macquarie University
Skills you'll gain: Microsoft Excel, Data Visualization, Spreadsheet Software, Excel Formulas, Data Management, Microsoft 365, Data Entry, Productivity Software
Duke University
Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, Statistical Inference, Probability Distribution, Bayesian Statistics, R Programming, Data Analysis, Probability, Statistics, Statistical Analysis, Statistical Software, Data Science, Descriptive Statistics
Skills you'll gain: Spreadsheet Software, Stakeholder Communications, Dashboard, Stakeholder Management, Data-Driven Decision-Making, Data Analysis, Analytical Skills, Data Presentation, Business Analysis, Quantitative Research, Systems Thinking
Skills you'll gain: Data Ethics, Data Analysis, Data-Driven Decision-Making, Google Sheets, Business Analytics, Spreadsheet Software, Analytical Skills, Data Sharing, Data Cleansing, Data Processing, Data Visualization Software, SQL
Johns Hopkins University
Skills you'll gain: Rmarkdown, Version Control, Data Science, General Science and Research, Data Analysis, R Programming, Statistical Programming, Exploratory Data Analysis, Software Installation
In summary, here are 10 of our most popular data cleaning and preprocessing for ml courses
- Applied Data Science with Python: University of Michigan
- Generative AI for Business Intelligence (BI) Analysts: IBM
- Python Data Structures: University of Michigan
- IBM Data Warehouse Engineer: IBM
- Big Data: University of California San Diego
- Graph Search, Shortest Paths, and Data Structures: Stanford University
- Google Cloud Database Engineer: Google Cloud
- Excel Skills for Business: Essentials: Macquarie University
- Introduction to Probability and Data with R: Duke University
- Ask Questions to Make Data-Driven Decisions: Google