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University of Pennsylvania
Skills you'll gain: Financial Statements, Return On Investment, Financial Statement Analysis, Finance, Financial Reporting, Capital Budgeting, Financial Accounting, Financial Modeling, Working Capital, Balance Sheet, Accrual Accounting, Accounting, Cash Flows, Income Statement, Generally Accepted Accounting Principles (GAAP), Financial Analysis, Tax Planning, Equities, Financial Planning, Corporate Finance
Google Cloud
Skills you'll gain: Feature Engineering, Tensorflow, Keras (Neural Network Library), Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Google Cloud Platform, Scikit Learn (Machine Learning Library), Data Cleansing, Data Strategy, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Supervised Learning, Machine Learning Algorithms, Data Analysis, Data Management, Data Governance, Workflow Management
Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Cleansing, Data Modeling, Analytics, Data Analysis, Data Visualization, Data Validation, Exploratory Data Analysis, Data Quality, Data Manipulation, Generative AI, Data Collection
Coursera Project Network
Skills you'll gain: Ggplot2, Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation
Skills you'll gain: Data Security, Databricks, Data Quality, Microsoft Azure, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark
- Status: Free
University of Alberta
Skills you'll gain: Social Studies, Storytelling, Cultural Diversity, Social Justice, Liberal Arts, Political Sciences, Social Sciences, Economics, Land Management, Environment and Resource Management, Governance
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, Statistical Analysis, Artificial Neural Networks, Algorithms, Data Manipulation, Mathematical Modeling
Skills you'll gain: Computer Networking, Network Troubleshooting, TCP/IP, Network Architecture, Routing Protocols, Network Protocols, OSI Models, Network Infrastructure, Dynamic Host Configuration Protocol (DHCP), Virtual Private Networks (VPN), Network Security, Wireless Networks
- Status: Free
The Hong Kong University of Science and Technology
Skills you'll gain: Statistical Inference, Statistical Methods, Pandas (Python Package), Probability & Statistics, Risk Analysis, Statistics, Financial Trading, Financial Data, Data Manipulation, Statistical Analysis, Regression Analysis, Financial Analysis, Jupyter, Financial Modeling, Python Programming, Data Import/Export
- Status: Free
Yonsei University
Skills you'll gain: Language Learning, Grammar, Vocabulary, Literacy
Vanderbilt University
Skills you'll gain: Data Visualization, Image Analysis, Data Visualization Software, Matlab, Machine Learning Methods, Algorithms, User Interface (UI), Applied Machine Learning, Object Oriented Programming (OOP), Statistical Methods, Data Analysis, Computer Programming, Programming Principles, Data Processing, Application Development, Data Structures, Scripting, Debugging, Mathematical Software, Data Manipulation
Skills you'll gain: Cloud Infrastructure, Kubernetes, Google Cloud Platform, Identity and Access Management, Infrastructure As A Service (IaaS), Containerization, Cloud Applications, Cloud Management, Load Balancing, Cloud Engineering, Infrastructure as Code (IaC), Virtual Machines, Cloud Computing Architecture, Cloud Computing, Data Storage, Cloud Storage, Application Deployment, Docker (Software), Network Infrastructure, Cloud Services
In summary, here are 10 of our most popular data cleaning and preprocessing courses
- Introduction to Finance and Accounting: University of Pennsylvania
- Machine Learning on Google Cloud: Google Cloud
- Introduction to Data Analytics: Meta
- Tidy Messy Data using tidyr in R: Coursera Project Network
- Prep for Microsoft Azure Data Engineer Associate Cert DP-203: SkillUp EdTech
- Indigenous Canada: University of Alberta
- Mathematics for Machine Learning: Imperial College London
- The Bits and Bytes of Computer Networking: Google
- Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology
- First Step Korean: Yonsei University