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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


  • C

    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Model Deployment, Computer Programming, Generative Model Architectures

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Health, Society, and Wellness in COVID-19 Times

    Skills you'll gain: Mental Health, Mindfulness, Community Health, Social Justice, Health Equity, Stress Management, Public Health, Infectious Diseases, Media and Communications, Social Sciences, Liberal Arts, Diversity Awareness, Cultural Responsiveness, Learning Strategies, Biology, Health Care

    4.4
    Rating, 4.4 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Analytical Mechanics for Spacecraft Dynamics

    Skills you'll gain: Engineering Analysis, Vibrations, Mechanics, Finite Element Methods, Differential Equations, Control Systems, Applied Mathematics, Mathematical Modeling, Linear Algebra, Calculus

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Vertex Forecasting and Time Series in Practice

    Skills you'll gain: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Google Cloud Platform, Data Preprocessing, Forecasting, Data Transformation, Predictive Modeling, Applied Machine Learning, Continuous Monitoring, Deep Learning

    Advanced · Course · 1 - 3 Months

  • I

    Institute for the Future

    Life After COVID-19: Get Ready for our Post-Pandemic Future

    Skills you'll gain: Organizational Leadership, Visionary, Crisis Management, Forecasting, Business Continuity Planning, Resilience, Risk Analysis, Adaptability, Systems Thinking, Social Impact, Strategic Thinking, Innovation, Change Management, Trend Analysis, Social Justice

    4.8
    Rating, 4.8 out of 5 stars
    ·
    55 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Electrodynamics: In-depth Solutions for Maxwell’s Equations

    Skills you'll gain: electromagnetics, Electrical Engineering, Electrical Systems, Differential Equations, Electronic Components, Advanced Mathematics, Physics, Engineering Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    120 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Mobile Marketing, Optimization Tactics, and Analytics

    Skills you'll gain: Marketing Analytics, Key Performance Indicators (KPIs), Marketing Effectiveness, A/B Testing, Web Analytics and SEO, Digital Marketing, Customer experience improvement, Performance Metric, Performance Measurement, Marketing Strategies, Mobile Security, Process Optimization, Marketing, Web Applications, Sales

    4.5
    Rating, 4.5 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Foundations of Generative AI Models

    Skills you'll gain: Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Generative Adversarial Networks (GANs), Autoencoders, Model Evaluation, Large Language Modeling, Real Time Data, Scalability, Responsible AI, Transfer Learning, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Certified Ethical Hacker (CEH) v.12

    Skills you'll gain: MITRE ATT&CK Framework, Vulnerability Assessments, Open Web Application Security Project (OWASP), Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Scanning, Vulnerability Management, Threat Modeling, Cybersecurity, Malware Protection, Mobile Security, Cyber Threat Intelligence, Penetration Testing, Exploitation techniques, Brute-force attacks, Microsoft Intune (Mobile Device Management Software), Network Security, Cryptography, Threat Management, Threat Detection, Cloud Security

    4.8
    Rating, 4.8 out of 5 stars
    ·
    30 reviews

    Beginner · Specialization · 3 - 6 Months

  • V

    Vanderbilt University

    ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet

    Skills you'll gain: Prompt Engineering, ChatGPT, HubSpot CRM, Business Process Automation, Google Sheets, Workflow Management, Automation, Data Pipelines, JSON, Unstructured Data

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Quantitative Aptitude Mastery— Exam & Recruitment Prep

    Skills you'll gain: Arithmetic, Logical Reasoning, Quantitative Research, Estimation, Applied Mathematics, Advanced Mathematics, Algebra, Complex Problem Solving, General Mathematics

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    The Complete LangChain & LLMs Guide

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, Large Language Modeling, OpenAI API, Hugging Face, ChatGPT, Embeddings, AI Workflows, Development Environment, Generative AI Agents, Retrieval-Augmented Generation, Vector Databases, Python Programming, Document Management, Application Development, Context Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 3 - 6 Months

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

  • Selecting the Right LLM with Hugging Face: Coursera
  • Health, Society, and Wellness in COVID-19 Times : University of Colorado Boulder
  • Analytical Mechanics for Spacecraft Dynamics: University of Colorado Boulder
  • Introduction to Vertex Forecasting and Time Series in Practice: Google Cloud
  • Life After COVID-19: Get Ready for our Post-Pandemic Future: Institute for the Future
  • Electrodynamics: In-depth Solutions for Maxwell’s Equations: Korea Advanced Institute of Science and Technology(KAIST)
  • Mobile Marketing, Optimization Tactics, and Analytics: University of California, Irvine
  • Foundations of Generative AI Models: Simplilearn
  • Certified Ethical Hacker (CEH) v.12: Packt
  • ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet: Vanderbilt University

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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