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  • Applied Machine Learning

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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • S

    Scrimba

    Learn Node.js

    Skills you'll gain: Node.JS, JSON, Server Side, Web Development Tools, Back-End Web Development, JavaScript Frameworks, Web Servers, Application Programming Interface (API), Restful API, Javascript, Web Development, Package and Software Management, Routing Protocols, Software Design Patterns, Maintainability, Servers

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Harden AI: Secure Your ML Pipelines

    Skills you'll gain: AI Security, Vulnerability Scanning, Hardening, DevSecOps, Vulnerability Assessments, Responsible AI, Identity and Access Management, MLOps (Machine Learning Operations), Infrastructure Security, Security Controls, Threat Modeling, Model Deployment, Model Evaluation, CI/CD, Continuous Monitoring, AI Personalization, Resilience, Compliance Management, Containerization, Engineering

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Peruana de Ciencias Aplicadas

    Urban Landscapes of Care - Designing child friendly cities

    Skills you'll gain: Child Development, Community Development, Working With Children, Social Impact, Human Centered Design, Qualitative Research, Sustainable Development, Graphical Tools, Design Strategies, Design, Program Evaluation, Empathy

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    Python and Statistics Foundations

    Skills you'll gain: Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability Distribution, Exploratory Data Analysis, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Use Genially to Create Award Certificates

    Skills you'll gain: Education Software and Technology, Collaborative Software

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Microsoft Power BI - The Complete Masterclass - 2025 EDITION

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Power BI, Statistical Reporting, Data Visualization Software, Dashboard, Pivot Tables And Charts, Microsoft Excel, Key Performance Indicators (KPIs), Data Manipulation, Business Intelligence, Cloud Services, Role-Based Access Control (RBAC), Data Integration, Data Security, Data Cleansing, Software Installation

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Neurodiversity in Workplaces: Inclusive Leadership

    Skills you'll gain: Workplace inclusivity, Diversity and Inclusion, Culture Transformation, Safety Culture, Leadership, Team Management, Empathy, Cultural Diversity, Collaboration, Diversity Awareness, Innovation, Employee Engagement, Adaptability, Communication, Employee Retention

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AI-First Test Automation with Functionize Essentials

    Skills you'll gain: Test Automation, Continuous Integration, CI/CD, AI Orchestration, Software Quality Assurance, Maintainability, Quality Assurance, Automation, Verification And Validation, User Interface (UI), Natural Language Processing, Scalability

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    CSS3 Flexbox - Mastering the Basics

    Skills you'll gain: Cascading Style Sheets (CSS), Front-End Web Development, HTML and CSS, Web Design and Development, Responsive Web Design

    4.2
    Rating, 4.2 out of 5 stars
    ·
    17 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    파이썬의 데이터 과학 소개

    Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Pivot Tables And Charts, Data Analysis, Data Preprocessing, Exploratory Data Analysis, Python Programming, Probability & Statistics, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI Coding Assistants for Developers

    Skills you'll gain: Responsible AI, Code Review, AI Security, Software Development Tools, Software Documentation, Collaborative Software, DevOps, AI Workflows, Generative AI Agents, Maintainability, Integrated Development Environments, CI/CD, Test Automation, Generative AI, Software Development, Software Technical Review, Software Architecture, Software Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Develop Intelligent AI Agents with OpenAI

    Skills you'll gain: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, OpenAI, Generative AI Agents, Embeddings, ChatGPT, Agentic systems, Vector Databases, Generative AI, Artificial Intelligence, Context Management, Model Evaluation, Application Programming Interface (API), Python Programming, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • Learn Node.js: Scrimba
  • Harden AI: Secure Your ML Pipelines: Coursera
  • Urban Landscapes of Care - Designing child friendly cities: Universidad Peruana de Ciencias Aplicadas
  • Python and Statistics Foundations: Edureka
  • Use Genially to Create Award Certificates: Coursera
  • Microsoft Power BI - The Complete Masterclass - 2025 EDITION: Packt
  • Neurodiversity in Workplaces: Inclusive Leadership: Coursera
  • AI-First Test Automation with Functionize Essentials: Coursera
  • CSS3 Flexbox - Mastering the Basics: Coursera
  • 파이썬의 데이터 과학 소개: University of Michigan

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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