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Explore the Numerical Analysis Course Catalog
Multiple educators
Skills you'll gain: Dashboard, Pseudocode, Jupyter, Algorithms, Data Mining, Pandas (Python Package), Data Visualization Software, Correlation Analysis, Web Scraping, NumPy, R Programming, Probability & Statistics, Predictive Modeling, Big Data, Automation, Computer Programming Tools, GitHub, Data Analysis Software, Machine Learning Algorithms, Unsupervised Learning
University of Michigan
Skills you'll gain: Network Analysis, Network Model, Graph Theory, Data Analysis, Predictive Analytics, Exploratory Data Analysis, Applied Machine Learning, Unsupervised Learning
University of California, Davis
Skills you'll gain: Data Governance, SQL, Data Quality, Query Languages, Data Manipulation, Data Modeling, Relational Databases, Data Science, Data Analysis, Database Management Systems, Descriptive Statistics
Duke University
Skills you'll gain: Regression Analysis, Statistical Software, Statistical Analysis, R Programming, Statistical Modeling, Statistical Inference, Data Analysis, Statistical Methods, Exploratory Data Analysis, Predictive Modeling
DeepLearning.AI
Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Data Transformation, Data Manipulation, Data Science, Machine Learning Algorithms, Applied Mathematics, Python Programming
Coursera Project Network
Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Computer Programming
University of Toronto
Skills you'll gain: ArcGIS, GIS Software, Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Geospatial Information and Technology, Data Mapping, Data Visualization, Metadata Management, Query Languages, Data Manipulation, Data Synthesis, Quantitative Research, Data Compilation, Data Processing, Typography, Data Cleansing, Data Validation, Data Storytelling
University of London
Skills you'll gain: Computer Science, Computer Systems, Development Environment, Web Applications, Debugging, Graphing, Program Development, Computer Networking, Computational Thinking, Computer Programming Tools, Usability, Arithmetic, Applied Mathematics, Mathematical Modeling, Cybersecurity, Software Development Tools, Visualization (Computer Graphics), Computer Programming, Computer Graphics, Numerical Analysis
Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, Data Visualization, Ggplot2, Dimensionality Reduction, Data Visualization Software, R Programming, Graphing, Data Storytelling, Data Analysis, Statistical Analysis, Unsupervised Learning, Statistical Methods
Duke University
Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Exploratory Data Analysis, Regression Analysis, Statistical Reporting, Probability Distribution, Statistical Methods, Statistical Software, R Programming, Bayesian Statistics, Statistical Analysis, Data Analysis, Statistical Modeling, Probability & Statistics, Probability, Statistics, Data Science, Descriptive Statistics, Predictive Modeling
University of California, Davis
Skills you'll gain: Data Governance, Presentations, Feature Engineering, A/B Testing, Data Cleansing, SQL, Apache Spark, Distributed Computing, Descriptive Statistics, Data Lakes, Data Storytelling, Peer Review, Exploratory Data Analysis, Data Quality, Data Pipelines, Databricks, JSON, Statistical Analysis, Query Languages, Data Manipulation
Skills you'll gain: Data Mining, Artificial Intelligence, Generative AI, Data Ethics, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Information Architecture, Strategic Decision-Making, Cloud Computing, Data Analysis, Data Science, Deep Learning, Digital Transformation, Data Strategy, Data-Driven Decision-Making, Artificial Neural Networks, Business Strategy, Business Process Automation, ChatGPT
In summary, here are 10 of our most popular numerical analysis courses
- Data Science Foundations: IBM
- Applied Social Network Analysis in Python: University of Michigan
- SQL for Data Science: University of California, Davis
- Linear Regression and Modeling : Duke University
- Linear Algebra for Machine Learning and Data Science: DeepLearning.AI
- Python for Data Analysis: Pandas & NumPy: Coursera Project Network
- GIS, Mapping, and Spatial Analysis: University of Toronto
- Introduction to Computer Science and Programming: University of London
- Exploratory Data Analysis: Johns Hopkins University
- Data Analysis with R: Duke University
