Statistics for Data Science courses can help you learn data visualization, hypothesis testing, regression analysis, and probability theory. You can build skills in interpreting data trends, making predictions, and conducting A/B testing. Many courses introduce tools like R, Python, and SQL, that support analyzing datasets and implementing statistical models. By engaging with these tools, you can effectively apply statistical methods to real-world data challenges, enhancing your ability to draw meaningful insights.
University of Illinois Urbana-Champaign
Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Strategic Thinking, Value Propositions, Collaboration, Business Planning, Strategic Planning, Cognitive flexibility, Entrepreneurial Finance, Open Mindset, Leadership, New Product Development
Build toward a degree
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
Advanced · Professional Certificate · 3 - 6 Months

Board Infinity
Skills you'll gain: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Alberta Machine Intelligence Institute
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Large Language Modeling, ChatGPT, OpenAI API, Open Source Technology, Responsible AI, Embeddings, Artificial Intelligence, Data Ethics, Natural Language Processing, Information Privacy
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Sales Process, Sales Pipelines, Personal Development, Sales Operations, Sales Management, Professional Development, Sales Training, Sales, Account Management, Sales Strategy, Mentorship, Process Optimization, Employee Coaching, Forecasting, Self-Awareness, Customer Engagement, Customer Relationship Building, Stress Management, Customer Relationship Management (CRM) Software, Customer Relationship Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: JSON, jQuery, Browser Compatibility, Event-Driven Programming, UI Components
Intermediate · Course · 1 - 4 Weeks
Starweaver
Skills you'll gain: Cyber Threat Intelligence, MITRE ATT&CK Framework, Cyber Threat Hunting, Threat Detection, Threat Modeling, Threat Management, Security Controls, Cybersecurity, Cyber Security Strategy, Cyber Security Assessment, Security Information and Event Management (SIEM), Incident Response, Continuous Monitoring, Risk Management Framework, Technical Communication, Vulnerability Assessments, Automation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Adobe Illustrator, Adobe Express, Adobe Photoshop, Responsible AI, Logo Design, Digital Design, Layout Design, Generative AI, Graphic Design, Graphics Software, Adobe Firefly, User Interface and User Experience (UI/UX) Design, Visual Design, File Management, Process Design, Design Reviews, Prompt Engineering, Image Quality, Branding, Storytelling
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Key Performance Indicators (KPIs), Data Analysis, Performance Analysis, Account Strategy, Data-Driven Decision-Making, Financial Data, Productivity Software, Analytics, Administrative Support, Account Management, Sales Process, Customer Relationship Management (CRM) Software, Customer Data Management, Customer Service, Client Services, AI Personalization, Customer experience improvement, Relationship Building, Customer Insights, Generative AI
Advanced · Professional Certificate · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Communication, Business Communication, Intercultural Competence, Teamwork, Professional Development, Telecommuting, Adaptability, Self-Awareness, Demography
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Convolutional Neural Networks, Image Analysis, Data Pipelines, Data Preprocessing, Model Evaluation, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Content Performance Analysis, Social Media Marketing, Content Development and Management, Content Creation, Web Analytics, Social Media Management, Content Strategy, AI Personalization, Web Analytics and SEO, Market Analysis, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks