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Results for "foundational knowledge needed to work with dark data"
DeepLearning.AI
Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Artificial Neural Networks, Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Processing, Algorithms
- Status: Free
University of California, Santa Cruz
Skills you'll gain: Social Justice, Advocacy, Community Organizing, Sociology, Social Sciences, Economics, Policy, and Social Studies, Labor Law
Skills you'll gain: Jest (JavaScript Testing Framework), Web Development Tools, Javascript, Unit Testing, Object Oriented Programming (OOP), Event-Driven Programming, Node.JS, JSON, Computer Programming, Data Structures, Development Testing, Debugging, Package and Software Management, Front-End Web Development, Functional Design
Johns Hopkins University
Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Regression Analysis, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistical Methods, Statistical Modeling, Linear Algebra, Probability, R Programming, Biostatistics, Data Analysis, Data Science, Probability Distribution, Mathematical Modeling, Data Modeling, Applied Mathematics, Predictive Modeling, Statistics
Skills you'll gain: Web Scraping, Data Transformation, Extract, Transform, Load, Data Manipulation, SQL, Integrated Development Environments, Databases, Application Programming Interface (API), Code Review, Python Programming, Unit Testing, Style Guides
University of Pennsylvania
Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Reporting, Financial Accounting, Balance Sheet, Accrual Accounting, Financial Analysis, Accounting, Cash Flows, Income Statement, Generally Accepted Accounting Principles (GAAP), Bookkeeping, Revenue Recognition, Depreciation
- Status: Free
Stanford University
Skills you'll gain: Cooking, Preventative Care, Food and Beverage, Behavioral Health, Socioeconomics, Education and Training, Culture, Environmental Issue
Microsoft
Skills you'll gain: Data Analysis Expressions (DAX), Data Modeling, Star Schema, Power BI, Database Design, Data Warehousing, Business Intelligence, Data Analysis, Time Series Analysis and Forecasting, Performance Tuning
Duke University
Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Scripting, Cloud Engineering, Command-Line Interface, Development Environment
Skills you'll gain: Natural Language Processing, Supervised Learning, Dimensionality Reduction, Text Mining, Machine Learning, Feature Engineering, Artificial Intelligence, Unstructured Data, Regression Analysis, Bayesian Statistics
DeepLearning.AI
Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Debugging, Supervised Learning, Data-Driven Decision-Making, Performance Tuning
Skills you'll gain: ChatGPT, Generative AI, Exploratory Data Analysis, Data Ethics, OpenAI, Feature Engineering, Predictive Modeling, Artificial Intelligence, IBM Cloud, Data Storytelling, Data Modeling, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Data Science, Data Analysis, Data Transformation, Data Visualization Software, Software Development Tools, Image Analysis, Technical Communication
In summary, here are 10 of our most popular foundational knowledge needed to work with dark data courses
- Convolutional Neural Networks: DeepLearning.AI
- Feminism and Social Justice: University of California, Santa Cruz
- Programming with JavaScript: Meta
- Advanced Statistics for Data Science: Johns Hopkins University
- Python Project for Data Engineering: IBM
- Introduction to Financial Accounting: University of Pennsylvania
- Stanford Introduction to Food and Health: Stanford University
- Data Modeling in Power BI: Microsoft
- Python, Bash and SQL Essentials for Data Engineering: Duke University
- Natural Language Processing with Classification and Vector Spaces: DeepLearning.AI