Data cleaning courses can help you learn techniques for identifying and correcting errors in datasets, handling missing values, and standardizing data formats. You can build skills in data validation, outlier detection, and transforming raw data into a usable format. Many courses introduce tools like Python libraries such as Pandas and NumPy, as well as software like OpenRefine, that support executing data cleaning tasks efficiently and ensuring data quality for analysis.

Rice University
Skills you'll gain: Java Programming, Java, Data Structures, Programming Principles, Algorithms
Intermediate · Course · 1 - 3 Months

ConsenSys Academy
Skills you'll gain: Blockchain, Cryptography, Interoperability, Cryptographic Protocols, Encryption, Public Key Cryptography Standards (PKCS), FinTech, Emerging Technologies, Ledgers (Accounting), Distributed Computing, Case Studies, Digital Assets, Data Integrity, Transaction Processing
Beginner · Course · 1 - 3 Months
University of Toronto
Skills you'll gain: Bioinformatics, Network Analysis, Informatics, Data Visualization Software, Scientific Visualization, Network Model, Data Analysis Software, Data Mining, Exploratory Data Analysis, Analysis, Interactive Data Visualization, Databases
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Site Reliability Engineering, Continuous Delivery, Safety Culture, Culture Transformation, Continuous Deployment, Continuous Integration, CI/CD, Service Level Agreement, Service Level, System Monitoring, Performance Measurement, Data-Driven Decision-Making, Organizational Structure, Incident Management, Automation, Performance Metric, Program Implementation, Goal Setting
Beginner · Course · 1 - 3 Months

Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Cloud Deployment, Computer Vision, Generative AI, Image Analysis, Generative Model Architectures, LLM Application, Application Deployment, Model Training, Embeddings, Data Preprocessing
Intermediate · Specialization · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Plot (Graphics), Generative AI, Vector Databases, LLM Application, Text Mining, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Pay Per Click Advertising, Search Engine Marketing, Customer Retention, Persona Development, Digital Marketing, Marketing Analytics, Paid media, Search Engine Optimization, Online Advertising, Key Performance Indicators (KPIs), Marketing Strategies, Digital Brand Strategy, Digital Media Strategy, Target Audience, Marketing Planning, Data-Driven Marketing, Keyword Research, Social Media Strategy, Marketing Effectiveness, Social Media
Beginner · Specialization · 1 - 3 Months

The University of Notre Dame
Skills you'll gain: Active Listening, Workplace inclusivity, Data Ethics, Negotiation, Leadership Studies, Leadership Development, Business Ethics, Conflict Management, Change Management, Organizational Change, Diversity and Inclusion, Social Justice, Tactfulness, Communication Strategies, Leadership, Personal Integrity, Analytics, Analytical Skills, Market Dynamics, Ethical Standards And Conduct
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Google Cloud Platform, Cloud Deployment, Application Deployment, Google App Engine, Cloud Applications, Kubernetes, Load Balancing, Cloud Management, Microservices, Infrastructure As A Service (IaaS), Cloud-Native Computing, Cloud Security, CI/CD, Cloud Computing, Cloud Solutions, Cloud Computing Architecture, Cloud Services, Data Storage Technologies
Intermediate · Specialization · 3 - 6 Months

Icahn School of Medicine at Mount Sinai
Skills you'll gain: Bioinformatics, Unsupervised Learning, Biology, Machine Learning Algorithms, Data Processing, Data Integration, Network Model, Life Sciences, Statistical Methods, Open Source Technology, Scientific Visualization, General Science and Research, Cell Biology, Unix Commands, Laboratory Research
Intermediate · Course · 1 - 3 Months

Michigan State University
Skills you'll gain: Interviewing Skills, Journalism, Research, Investigation, Ethical Standards And Conduct, Data Collection, Rapport Building, Electronic Media, Diversity Awareness
Mixed · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Sales Presentations, Brainstorming, Oral Expression, Ideation, Selling Techniques, Marketing Communications, Business Correspondence, Advertising, Promotional Strategies, Discussion Facilitation, Presentations, Consultative Selling, Persuasive Communication, Business Writing, Product Promotion, Public Speaking, Influencing, Concision, Data Visualization, Communication Strategies
Intermediate · Course · 1 - 3 Months