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Results for "data preprocessing and feature engineering"
Stanford University
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Analysis, Computational Thinking, Theoretical Computer Science, Network Routing
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
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
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
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: Generative AI, PyTorch (Machine Learning Library), Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Deep Learning, Jupyter, Data Processing, Machine Learning
University of Michigan
Skills you'll gain: Pandas (Python Package), Jupyter, NumPy, Data Manipulation, Data Science, Data Analysis, Statistical Analysis, Pivot Tables And Charts, Data Cleansing, Data Import/Export, Probability & Statistics, Python Programming, Programming Principles
Status: FreeAmazon Web Services
Skills you'll gain: Infrastructure as Code (IaC), Serverless Computing, CI/CD, Data Infrastructure, Amazon Web Services, Data Architecture, AWS Identity and Access Management (IAM), AWS CloudFormation, Data Warehousing, Security Controls, Amazon CloudWatch, Terraform, Requirements Analysis
Status: FreeGeorgia Institute of Technology
Skills you'll gain: Engineering Analysis, Mechanics, Torque (Physics), Engineering Calculations, Mechanical Engineering, Engineering, Civil Engineering, Structural Analysis, Physics
University of California, Davis
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization Software, Key Performance Indicators (KPIs), Data Integration, Dashboard, Data Visualization, Interactive Data Visualization, Data Mapping, Tableau Software, Proposal Development, Data-Driven Decision-Making, Histogram, Scatter Plots, Exploratory Data Analysis, Storytelling, Performance Metric, Performance Measurement, Infographics, Performance Analysis
Johns Hopkins University
Skills you'll gain: Statistical Analysis, R Programming, Statistical Programming, Data Analysis, Debugging, Simulations, Program Development, Software Installation, Computer Programming, Data Structures, Performance Tuning, Data Import/Export
Skills you'll gain: Data Pipelines, Dataflow, Google Cloud Platform, Real Time Data, Data Lakes, Data Storage, MLOps (Machine Learning Operations), Data Analysis, Dashboard, Data Warehousing, Data Processing, Extract, Transform, Load, Data Infrastructure, Cloud Storage, Big Data, Tensorflow, Unstructured Data, Data Management, Data Integration, Data Visualization Software
In summary, here are 10 of our most popular data preprocessing and feature engineering courses
- Graph Search, Shortest Paths, and Data Structures: Stanford University
- Introduction to Probability and Data with R: Duke University
- Big Data: University of California San Diego
- Google Cloud Database Engineer: Google Cloud
- Ask Questions to Make Data-Driven Decisions: Google
- Generative AI and LLMs: Architecture and Data Preparation: IBM
- Introduction to Data Science in Python: University of Michigan
- Data Engineering on AWS - Foundations: Amazon Web Services
- Introduction to Engineering Mechanics: Georgia Institute of Technology
- Data Visualization with Tableau: University of California, Davis
