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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.


Popular Applied Machine Learning Courses and Certifications


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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Español

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Pipelines, Google Cloud Platform, Model Deployment, Data Preprocessing, Cloud Deployment, Deep Learning, Artificial Neural Networks, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Number Sense for Primary Education with PhET Simulations

    Skills you'll gain: Teaching, Interactive Learning, Pedagogy, Lesson Planning, Mathematics Education, Education Software and Technology, Simulations, Arithmetic, Cultural Responsiveness

    Beginner · Course · 1 - 3 Months

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    University of California San Diego

    Internet of Things Capstone: Build a Mobile Surveillance System

    Skills you'll gain: Internet Of Things, Unit Testing, System Testing, Software Design Documents, Software Development, Technical Communication, Software Documentation, Mobile Development, System Design and Implementation, Embedded Systems, Innovation, Creative Design, Systems Integration

    3.7
    Rating, 3.7 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

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    Banco Interamericano de Desarrollo

    Education on climate change: water and soil

    Skills you'll gain: Water Resources, Environment, Climate Change Adaptation, Environmental Issue, Environmental Science, Land Management, Natural Resource Management, Water Quality, Sustainable Development, Education and Training, Climate Change Mitigation, Social Studies, Biology, Teaching

    Beginner · Course · 1 - 4 Weeks

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    SAS

    Responsible Innovation and Trustworthy AI

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Regulatory Compliance, Artificial Intelligence, Business Ethics, Risk Analysis, SAS (Software), Compliance Training, Data Integrity, Human Centered Design, Accountability, Analytics, Diversity and Inclusion, Information Privacy, Data Governance, Data Analysis, Data Management, Model Deployment

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado System

    Time, Change, and Decisions for Marketing

    Skills you'll gain: Marketing Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Forecasting, Marketing Strategies, Strategic Decision-Making, Strategic Leadership, Time Series Analysis and Forecasting, Statistical Modeling, Simulation and Simulation Software, Predictive Analytics, Customer Retention, Reinforcement Learning

    Intermediate · Course · 1 - 4 Weeks

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    IE Business School

    Beyond the Obvious: How to Think in the Age of Generative AI

    Skills you'll gain: Critical Thinking, Logical Reasoning, Analytical Skills, Generative AI, Empathy, Cognitive flexibility, Research, Lifelong Learning, Data Analysis, Decision Making, Statistical Analysis

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Onboarding: Automating Employee Journeys

    Skills you'll gain: Responsible AI, Data Ethics, HR Tech, AI Personalization, Automation, Employee Onboarding, Human Resource Strategy, AI Enablement, Generative AI Agents, Business Ethics, User Feedback, Document Management, Personalized Service, ChatGPT, Employee Engagement, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Git and GitHub Complete Master Class

    Skills you'll gain: GitHub, Git (Version Control System), Version Control, Unix Commands, Unix Shell, Software Versioning, Linux Commands, Command-Line Interface, Code Review, Software Configuration Management, Software Development Tools, Development Environment, Secure Coding, File Management, Debugging, Technical Documentation, Software Documentation

    4.7
    Rating, 4.7 out of 5 stars
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    31 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Starweaver

    Effective Corporate Communication: Principles & Evolution

    Skills you'll gain: Corporate Communications, Internal Communications, Strategic Communication, Media Relations, Stakeholder Communications, Business Communication, Stakeholder Engagement, Public Relations, Cultural Diversity, Communication Strategies, Business Ethics, Crisis Management, Digital Communications, Drive Engagement, Employee Engagement, Brand Management

    4.7
    Rating, 4.7 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Power BI: Data Analytics and Data Preparation

    Skills you'll gain: Data Transformation, Power BI, Data-Driven Decision-Making, Data Integration, Data Cleansing, Data Wrangling, Extract, Transform, Load, Data Preprocessing, Data Modeling, Business Intelligence, Data Visualization Software, Data Quality, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Fundamentals of Product Management

    Skills you'll gain: Product Management, Cross-Functional Collaboration, Product Roadmaps, Product Strategy, Product Lifecycle Management, Product Development, Analysis, Stakeholder Management, Decision Making, Innovation, Market Analysis, Agile Methodology, Key Performance Indicators (KPIs), Prioritization

    Beginner · Course · 1 - 4 Weeks

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

  • Build, Train and Deploy ML Models with Keras on Google Cloud - Español: Google Cloud
  • Number Sense for Primary Education with PhET Simulations: University of Colorado Boulder
  • Internet of Things Capstone: Build a Mobile Surveillance System: University of California San Diego
  • Education on climate change: water and soil: Banco Interamericano de Desarrollo
  • Responsible Innovation and Trustworthy AI : SAS
  • Time, Change, and Decisions for Marketing: University of Colorado System
  • Beyond the Obvious: How to Think in the Age of Generative AI: IE Business School
  • GenAI for Onboarding: Automating Employee Journeys: Coursera
  • Git and GitHub Complete Master Class: Packt
  • Effective Corporate Communication: Principles & Evolution: Starweaver

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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