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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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    Madecraft

    Pandas for Data Analysts: Leveraging Python with Confidence

    Skills you'll gain: Pandas (Python Package), Plot (Graphics), Exploratory Data Analysis, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Manipulation, Box Plots, Data Visualization, Descriptive Statistics, Time Series Analysis and Forecasting, Data Cleansing, Spreadsheet Software, Data Transformation, Feature Engineering, Data Wrangling, Data Import/Export, Data Analysis, Data Integration, Python Programming

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Prompt Engineering with GPT: Programming for Custom Content

    Skills you'll gain: Prompt Engineering, OpenAI API, Education Software and Technology, Generative AI, AI Integrations, OpenAI, Scripting, Scripting Languages, Python Programming, Application Programming Interface (API), Application Development, Machine Learning, Software Engineering

    4.4
    Rating, 4.4 out of 5 stars
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    80 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    KodeKloud

    Infrastructure Automation (IaC) - Hands-On

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Ansible, Amazon CloudWatch, IT Automation, Cloud Deployment, Infrastructure As A Service (IaaS), Cloud Computing Architecture, Cloud Infrastructure, DevOps, Amazon Web Services, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Application Deployment, YAML, System Monitoring, Identity and Access Management, Continuous Monitoring, Amazon DynamoDB, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Philanthropy, Ethics, and the Foundations of Fundraising

    Skills you'll gain: Fundraising, Philanthropy, Advocacy, Social Impact, Crisis Management, Ethical Standards And Conduct, Law, Regulation, and Compliance, Social Justice, Regulation and Legal Compliance, Social Sciences, Drive Engagement, Decision Making, Cultural Sensitivity, Intercultural Competence

    Intermediate · Course · 1 - 3 Months

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    The Museum of Modern Art

    Art & Inquiry: Museum Teaching Strategies For Your Classroom

    Skills you'll gain: Education and Training, Empathy & Emotional Intelligence, Interactive Learning, Art History, Pedagogy, Student-Centred Learning, Creative Thinking, Design Thinking, Journals

    4.8
    Rating, 4.8 out of 5 stars
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    538 reviews

    Intermediate · Course · 1 - 3 Months

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    Deep Teaching Solutions

    Apprendre comment apprendre (ACA) : Des outils mentaux puissants qui vous aideront à maîtriser des sujets difficiles

    Skills you'll gain: Learning Strategies, Lifelong Learning, Problem Solving, Self-Awareness, Overcoming Obstacles, Growth Mindedness, Mental Concentration, Habit Formation

    4.8
    Rating, 4.8 out of 5 stars
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    710 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    BI Reporting and Dashboard Fundamentals

    Skills you'll gain: Dashboard, Business Reporting, Data Visualization, Business Intelligence, Business Intelligence Software, Data Presentation, Performance Reporting, Report Writing, Key Performance Indicators (KPIs), Graphing, Usability Testing

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Nonprofit Management 101

    Skills you'll gain: Advocacy, Newsletters, Risk Management, Lobbying, Talent Management, Governance, Non-Profit Accounting, Event Planning, Fundraising, Risk Management Framework, Fundraising and Crowdsourcing, Event Management, Leadership Development, Risk Mitigation, Diversity and Inclusion, Public Relations, Grant Writing, Customer Relationship Management, Strategic Leadership, Leadership

    Beginner · Specialization · 3 - 6 Months

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    University of Illinois Urbana-Champaign

    U.S. and International Taxation for Business

    Skills you'll gain: Corporate Finance, Export Control, Regulatory Compliance, Organizational Strategy, Property and Real Estate, Strategic Decision-Making, Business Analysis, Policy Analysis, Research, and Development, Case Law, Case Studies, Analysis, Consolidation

    4.7
    Rating, 4.7 out of 5 stars
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    414 reviews

    Intermediate · Specialization · 3 - 6 Months

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    LearnKartS

    Linux Security and System Troubleshooting

    Skills you'll gain: Linux Administration, Red Hat Enterprise Linux, Linux Servers, Network Troubleshooting, Linux, Event Monitoring, Systems Administration, Linux Commands, System Support, Hardening, System Monitoring, Security Controls, System Configuration, Network Administration, Authorization (Computing), Operating Systems, Unix Shell, Unix Commands, Command-Line Interface, Disaster Recovery

    Advanced · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Blender Foundations: Interface, Modeling, & Procedural Tools

    Skills you'll gain: 3D Modeling, 3D Assets, Visualization (Computer Graphics), Open Source Technology, Computer Graphics, Computer Graphic Techniques, Design Software, Graphical Tools, Network Model, Animation and Game Design, Animations, UI Components, Graphics Software, User Interface (UI), Editing, Video Game Development, Game Design, Design, Design Elements And Principles, Python Programming

    Beginner · Course · 1 - 3 Months

  • Status: New
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    John Wiley & Sons

    Advanced Digital Marketing: Engaging Through Multimedia

    Skills you'll gain: Blogs, Search Engine Marketing, Media Relations, Content Creation, Online Advertising, Digital Content, Press Releases, Social Media Marketing, Digital Media Strategy, Content Marketing, Marketing Communications, Digital Advertising, Driving engagement, Digital Marketing, Multimedia, Social Media Content, Brand Management, Public Relations, Social Media, Web Analytics and SEO

    Intermediate · Course · 1 - 3 Months

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

  • Pandas for Data Analysts: Leveraging Python with Confidence: Madecraft
  • Prompt Engineering with GPT: Programming for Custom Content: Coursera
  • Infrastructure Automation (IaC) - Hands-On: KodeKloud
  • Philanthropy, Ethics, and the Foundations of Fundraising: John Wiley & Sons
  • Art & Inquiry: Museum Teaching Strategies For Your Classroom: The Museum of Modern Art
  • Apprendre comment apprendre (ACA) : Des outils mentaux puissants qui vous aideront à maîtriser des sujets difficiles: Deep Teaching Solutions
  • BI Reporting and Dashboard Fundamentals: Coursera
  • Nonprofit Management 101: John Wiley & Sons
  • U.S. and International Taxation for Business: University of Illinois Urbana-Champaign
  • Linux Security and System Troubleshooting: LearnKartS

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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