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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


  • E

    EDUCBA

    cPanel Basics: Configure, Manage & Optimize

    Skills you'll gain: Control Panels, User Accounts, File Management, User Provisioning, System Configuration, Content Management, Application Deployment, Web Presence, Safety and Security, User Interface (UI)

    ★ 5 (17) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Transformers Unleashed: Master the Architecture of Modern AI

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • D

    Duke University

    Art of the MOOC: Experiments with Sound

    Skills you'll gain: World Music, Music History, Music, Musical Composition, Music Theory, Aesthetics, Instrumental Music, Multimedia, Performing Arts, Electronic Media, Liberal Arts, Creativity, Cultural Diversity

    ★ 4.7 (81) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • K

    KodeKloud

    Kubernetes for the Absolute Beginners with Hands-on Labs

    Skills you'll gain: Kubernetes, Containerization, Cloud Infrastructure, Cloud Computing, Google Cloud Platform, Cloud Applications, Continuous Deployment, Application Lifecycle Management

    ★ 4.7 (66) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    Universidad Nacional Autónoma de México

    Simulación en ciencias de la salud

    Skills you'll gain: Clinical Practices, Patient Evaluation, Learning Theory, Clinical Assessment, Constructive Feedback, Decision Making, Patient Treatment, Medical Equipment and Technology, Instructional Design, Learning Strategies

    ★ 4.8 (69) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Pixels, Waveforms & Words: Engineering Multimodal AI Systems

    Skills you'll gain: Model Optimization, Image Analysis, Transfer Learning, Risking, Fine-tuning, Multimodal Prompts, Model Evaluation, Technical Documentation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Model Training, Embeddings, Systems Design, Ethical Standards And Conduct, Root Cause Analysis, Deep Learning

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Generative AI and Large Language Models

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, OpenAI API, Multimodal Prompts, Responsible AI, AI Security, Autoencoders, Model Deployment, Fine-tuning, Application Deployment

    ★ 4.3 (12) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • Y

    Yonsei University

    Valuation for Startups Using Discounted Cash Flows Approach

    Skills you'll gain: Cash Flow Forecasting, Financial Forecasting, Cash Flows, Business Valuation, Excel Formulas, Microsoft Excel, Capital Budgeting, Forecasting, Finance, Financial Modeling, Financial Analysis, Corporate Finance

    ★ 4.3 (342) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Macquarie University

    Cyber Security: Data & Identity Security

    Skills you'll gain: Identity and Access Management, Cryptography, AWS Identity and Access Management (IAM), Data Security, Authentications, Threat Detection, Cybersecurity, Encryption, Network Security, Data Management, Azure Active Directory, Cyber Attacks, Cyber Security Strategy, Cyber Governance, Security Engineering, Security Management, Network Protocols, Cyber Risk, Computer Security, Security Awareness

    ★ 4.7 (23) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Data Science Methods for Quality Improvement

    Skills you'll gain: Process Capability, Sampling (Statistics), R (Software), Correlation Analysis, Statistical Inference, Probability Distribution, Statistical Visualization, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Science, Statistics, Data Analysis, Statistical Analysis, Statistical Software, Descriptive Statistics, Quality Improvement, Process Engineering

    ★ 4.5 (54) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Apply Flutter Fundamentals to Build Interactive Apps

    Skills you'll gain: Interaction Design

    ★ 4.8 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • A

    AI Business School

    AI for Sales

    Skills you'll gain: Prompt Engineering Tools, Agentic Workflows, AI literacy, Sales Enablement, Generative AI, AI Personalization, Agentic systems, Productivity, Generative AI Agents, No-Code Development, Sales Presentations, Sales Strategy, Sales Management, Sales Process, Automation, Application Development, Artificial Intelligence, Digital Transformation, Innovation, Operational Efficiency

    ★ 4.6 (28) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • cPanel Basics: Configure, Manage & Optimize: EDUCBA
  • Transformers Unleashed: Master the Architecture of Modern AI: Coursera
  • Art of the MOOC: Experiments with Sound: Duke University
  • Kubernetes for the Absolute Beginners with Hands-on Labs: KodeKloud
  • Simulación en ciencias de la salud: Universidad Nacional Autónoma de México
  • Pixels, Waveforms & Words: Engineering Multimodal AI Systems: Coursera
  • Generative AI and Large Language Models: Coursera
  • Valuation for Startups Using Discounted Cash Flows Approach: Yonsei University
  • Cyber Security: Data & Identity Security: Macquarie University
  • Data Science Methods for Quality Improvement: University of Colorado Boulder

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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