Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.
Skills you'll gain: Interactive Data Visualization, Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Modeling, Data Cleansing, Data Structures, Interviewing Skills, NumPy, Professional Development
Build toward a degree
Advanced · Professional Certificate · 3 - 6 Months

Multiple educators
Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, R (Software), Correlation Analysis, Pandas (Python Package), NumPy, Data Import/Export, Predictive Modeling, Python Programming, Machine Learning Algorithms, Data Science, Machine Learning, Project Management
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Generative AI, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Model Training, Machine Learning, Innovation, Critical Thinking
Beginner · Course · 1 - 4 Weeks

Khalifa University
Skills you'll gain: Oral Comprehension, Language Learning, Language Competency, Culture, Cultural Sensitivity, Vocabulary, Oral Expression, Grammar, Literacy
Intermediate · Course · 1 - 4 Weeks

The Hong Kong University of Science and Technology
Skills you'll gain: Business Ethics, Business Communication, Language Competency, Oral Expression, English Language, Intercultural Competence, Communication Strategies, Public Speaking, Verbal Communication Skills, Business Management, Business Writing, Business, Culture, Vocabulary, Cultural Sensitivity, Writing
Mixed · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Grammar, Literacy, Language Competency, English Language
Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Sales Presentations, Marketing Design, Brainstorming, Presentations, English Language, Marketing Materials, Advertising, Business Correspondence, Public Speaking, Persuasive Communication, Business Writing, Marketing Communications, Employee Surveys, Business Communication, Data Visualization, Communication Strategies, Marketing, Marketing Psychology, Professional Networking
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Intercultural Competence, Cultural Diversity, Cultural Sensitivity, English Language, Business Correspondence, Social Skills, Verbal Communication Skills, Business Communication, Professional Development, Business Writing, Oral Expression, Interviewing Skills, Language Learning, Oral Comprehension, Writing, Telephone Skills, Public Speaking, Language Competency, Communication, Interpersonal Communications
Intermediate · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Supervised Learning, Transfer Learning, Recurrent Neural Networks (RNNs), Markov Model, Embeddings, Applied Machine Learning, Dimensionality Reduction, Large Language Modeling, Text Mining, Statistical Machine Learning, Artificial Neural Networks, Classification Algorithms, Data Preprocessing, Deep Learning, Tensorflow, Machine Learning Methods, Logistic Regression, Feature Engineering, Keras (Neural Network Library)
Intermediate · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Product Planning, English Language, Business Planning, Management Reporting, Business Writing, Campaign Planning, Marketing Planning, Report Writing, Project Documentation, Financial Analysis, Budgeting, Business Communication, Presentations, Business Reporting, Oral Expression, Internal Communications, Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Oral Comprehension, English Language, Vocabulary, Language Learning, Grammar
Beginner · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: English Language, Oral Comprehension, Literacy, Vocabulary, Social Skills, Verbal Communication Skills, Language Learning, Interpersonal Communications, Language Competency, Communication, Grammar
Beginner · Specialization · 1 - 3 Months