Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Status: Free TrialJohns Hopkins University
Skills you'll gain: Training Programs, Education and Training, Smart Goals, Community Health, Train The Trainer, Educational Materials, Health Education, Adult Education, Needs Assessment, Planning, Case Management
Status: FreeAmazon Web Services
Skills you'll gain: Education Software and Technology, Generative AI, Digital pedagogy, AI literacy
Status: NewStatus: Free TrialSkills you'll gain: Model Optimization, Model Training, Keras (Neural Network Library), Failure Analysis, Root Cause Analysis, Process Improvement and Optimization, Performance Analysis
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), jQuery, Javascript and jQuery, Web Design and Development, Javascript, Web Development, Animations, Front-End Web Development, Animation and Game Design, Web Applications, Visualization (Computer Graphics), Computer Graphics, Code Reusability
Status: NewSkills you'll gain: C and C++, File I/O, Memory Management, Code Reusability, Computer Programming Tools, Development Environment
Status: PreviewSkills you'll gain: Team Performance Management, Generative AI Agents, Gap Analysis, Management Training And Development, Workforce Development, People Development, Training Programs, Training and Development, AI Enablement, Employee Training, Talent Management, Team Management, Performance Analysis, Job Analysis, Needs Assessment
Status: Free TrialUniversity of Cambridge
Skills you'll gain: Childhood Education and Development, Human Learning, Child Development, Teaching, Learning Theory, Instructional Strategies, K-12 pedagogy, Pedagogy, Learning Strategies, Developmental Disabilities, Disabilities, Autism Spectrum Disorders, Special Education, Human Development, Differentiated Instruction, Interactive Learning, Neurology, Diversity Awareness
Skills you'll gain: Pandas (Python Package), Data Visualization, Plot (Graphics), Data Manipulation, Statistical Visualization, Data Cleansing, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
Status: PreviewUniversity of London
Skills you'll gain: Digital pedagogy, Education Software and Technology, Technology Strategies, digital literacy, End User Training and Support, Infrastructure Architecture, Digital Transformation, System Implementation, Innovation, Content Management
Status: Free TrialUniversity of Michigan
Skills you'll gain: Responsible AI, Generative AI, ChatGPT, Education Software and Technology, AI Integrations, Design Strategies, Data Ethics, Content Creation, Professional Development
Status: Free TrialSkills you'll gain: Prompt Engineering, Prompt Patterns, Unit Testing, Data Wrangling, Large Language Modeling, LangChain, Retrieval-Augmented Generation, Exploratory Data Analysis, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, LLM Application, Keras (Neural Network Library), Supervised Learning, Responsible AI, Vector Databases, Fine-tuning, Data Import/Export
Status: PreviewÉcole Polytechnique
Skills you'll gain: Language Competency, Language Learning, Oral Comprehension, Grammar, Higher Education, Oral Expression, Intercultural Competence, Vocabulary, Multilingualism, Education and Training, Lecturing, Writing
In summary, here are 10 of our most popular applied machine learning courses
- Training and Learning Programs for Volunteer Community Health Workers:Â Johns Hopkins University
- Game based learning - Getting Started with Gen AI:Â Amazon Web Services
- Optimize Deep Learning: Stabilize and Diagnose Models:Â Coursera
- Learning HTML, CSS and JavaScript through Game Development:Â The Hong Kong University of Science and Technology
- C++ Crash Course - Quick and Practical Learning:Â Packt
- Unleash Team Potential: Assess Learning Needs Using GenAI:Â Google Cloud
- Learning and memory in the brain: a guide for teachers:Â University of Cambridge
- Mastering Data Analysis with Pandas: Learning Path Part 5:Â Coursera
- ICT in Primary Education: Transforming children's learning across the curriculum:Â University of London
- Strategizing the Use of Generative AI in Learning Design :Â University of Michigan
