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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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    CertNexus

    Certified Cyber Secure Coder (Exam CSC-210)

    Skills you'll gain: Application Security, Secure Coding, Security Testing, Open Web Application Security Project (OWASP), Vulnerability, Software Testing, Computer Security, Vulnerability Management, Data Security, Security Strategy, Unit Testing, Human Factors (Security), Application Design, Information Privacy, Computer Programming, Python Programming, Node.JS, Javascript, Design Strategies, JavaScript Frameworks

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Master of Science in Artificial Intelligence

    Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Computer Vision, Accountability, Data Ethics, Sustainability Reporting, Database Design, Generative AI

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
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    University of Michigan

    Understanding and Visualizing Data with Python

    Skills you'll gain: Sampling (Statistics), Data Visualization, Data Literacy, Statistics, Matplotlib, Seaborn, Probability & Statistics, Jupyter, Data Visualization Software, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, NumPy, Box Plots, Histogram, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    2.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Automation with Ansible - Hands-on DevOps

    Skills you'll gain: Ansible, Infrastructure as Code (IaC), DevOps, Kubernetes, YAML, Docker (Software), Automation, Debugging, Security Controls, Microsoft Windows, Configuration Management

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    M

    Meta

    Meta Data Analyst

    Skills you'll gain: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    MCP - Model Content Protocol

    Skills you'll gain: Model Context Protocol, AI Security, Scalability, Software Architecture, Servers, Interoperability, System Design and Implementation, API Design, Enterprise Security, Real Time Data, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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    Microsoft

    Azure AI and Healthcare Cloud Fundamentals

    Skills you'll gain: Responsible AI, Digital Transformation, Patient Education and Support, Microsoft Azure, Health Technology, Generative AI, Microsoft Teams, Health Informatics, Healthcare Ethics, Cloud Computing Architecture, Cloud Computing, Cloud Security, Artificial Intelligence, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Generative AI: Foundation Models and Platforms

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), OpenAI, Hugging Face, Large Language Modeling, Prompt Engineering, IBM Cloud, Deep Learning, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    302 reviews

    Beginner · Course · 1 - 4 Weeks

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    The University of Hong Kong

    University Teaching

    Skills you'll gain: Instructional Design, Curriculum Development, Lesson Planning, Pedagogy, Teaching, Course Development, Instructional Strategies, Student Engagement, Higher Education, Learning Theory

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 3 Months

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    Universidad Austral

    Ciencias naturales en el nivel medio: del fenómeno a la idea

    Skills you'll gain: Science and Research, Teaching, Scientific Methods, General Science and Research, Instructional Strategies, Classroom Management, Education and Training, Environmental Science, Research, Interactive Learning, Student Engagement, Pedagogy, Experimentation, Discussion Facilitation, Social Impact, Graphing

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Sales Enablement, Innovation, and Growth Hacking

    Skills you'll gain: Sales Enablement, Sales Strategy, Lead Generation, Sales Training, Sales Process, Customer Relationship Management (CRM) Software, Sales Prospecting, Global Marketing, Data-Driven Decision-Making, Marketing Automation, Key Performance Indicators (KPIs), Digital Media Strategy, AI Personalization, Content Creation, Video Production

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Microsoft

    Microsoft Data Architecture for Modern Data Stacks

    Skills you'll gain: Star Schema, Snowflake Schema, Data Lakes, Data Governance, Data Warehousing, CI/CD, Microsoft Azure, Database Design, Power BI, Real Time Data, Data Pipelines, Data Management, Data Architecture, Extract, Transform, Load, Microsoft Copilot, Transaction Processing, Cost Control, Transact-SQL, SQL, Cloud Infrastructure

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • Certified Cyber Secure Coder (Exam CSC-210): CertNexus
  • Master of Science in Artificial Intelligence: University of Colorado Boulder
  • Understanding and Visualizing Data with Python: University of Michigan
  • Automation with Ansible - Hands-on DevOps: Packt
  • Meta Data Analyst: Meta
  • MCP - Model Content Protocol: Coursera
  • Azure AI and Healthcare Cloud Fundamentals: Microsoft
  • Generative AI: Foundation Models and Platforms: IBM
  • University Teaching: The University of Hong Kong
  • Ciencias naturales en el nivel medio: del fenómeno a la idea: Universidad Austral

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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