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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


  • S

    SkillsBooster Academy

    AI-First Professional Skills

    Skills you'll gain: AI literacy, Anthropic Claude, Prompt Engineering, Google Gemini, LinkedIn, Interviewing Skills, Microsoft Copilot, Artificial Intelligence, Professional Development, Data Analysis, Communication, Google Sheets, Presentations, Google Workspace, Personal Development, Google Docs, Microsoft PowerPoint, Writing and Editing, Learning Strategies, Productivity

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • E

    EDUCBA

    ITIL V4 Introduction to Service Management Concept

    Skills you'll gain: Service Management, Information Technology Infrastructure Library, Service Improvement, IT Service Management, Technical Management, Practice Management, Continuous Improvement Process, Process Management, Business Management, Stakeholder Management, Innovation, Value Propositions, Digital Transformation

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

    Status: Free Trial
    Free Trial
  • P

    Packt

    Advanced Techniques and Interpretability in LLMs

    Skills you'll gain: LLM Application, OpenAI API, ChatGPT, Responsible AI, Retrieval-Augmented Generation, Large Language Modeling, Generative AI, Generative Model Architectures, Fine-tuning, OpenAI, Generative AI Agents, Natural Language Processing, Token Optimization, AI Security, AI Workflows, Embeddings, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Computer Vision

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Michigan

    Capstone: Retrieving, Processing, and Visualizing Data with Python

    Skills you'll gain: Data Processing, Data Visualization, Data Presentation, Data Cleansing, Data Collection, Data Visualization Software, Data Manipulation, Data Preprocessing, Python Programming, Web Analytics and SEO, Algorithms, Data Analysis, Web Scraping

    ★ 4.7 (14K) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • A

    Amazon Web Services

    Building Data Lakes on AWS

    Skills you'll gain: Data Lakes, Data Architecture, Amazon Web Services, Interactive Data Visualization, Data Engineering, Data Infrastructure, Data Warehousing, Data Processing, Query Languages, AWS Identity and Access Management (IAM), Data Management, Data Transformation, Data Governance, Data Cleansing, Data Import/Export, Data Storage, Data Sharing, Data Science, Machine Learning

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

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Cloud Native & IaC Management

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud-Native Computing, DevSecOps, Kubernetes, Hardening, Cloud Infrastructure, Cloud Management, Cloud Platforms, Cloud Engineering, Infrastructure Architecture, Enterprise Architecture, Generative AI, Microsoft Azure, Containerization, Code Reusability, Secure Coding, Security Controls, Configuration Management, Cryptographic Protocols

    Advanced · Course · 1 - 3 Months

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

    Duke University

    MLOps Tools: MLflow and Hugging Face

    Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Hugging Face, Containerization, CI/CD, Docker (Software), Microsoft Azure, Continuous Deployment, Cloud Computing, Machine Learning Software, GitHub

    ★ 3.8 (69) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    DeepSeek in Practice

    Skills you'll gain: Deepseek, DeepSeek API, LLM Application, Model Deployment, Generative AI Agents, Prompt Engineering, AI Workflows, Tool Calling, OpenAI, AI Orchestration, Agentic Workflows, Large Language Modeling, Fine-tuning, Prompt Patterns, Legal Technology, Model Optimization, Model Training, Gemini, Deep Learning, Cloud Platforms

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    ISO, CMMI & Project Quality Certification Mastery

    Skills you'll gain: Earned Value Management, ISO 9000 Series, Governance Risk Management and Compliance, Quality Management Systems, Quality Management, Continuous Improvement Process, Quality Improvement, Performance Improvement, Project Risk Management, Program Implementation, Process Improvement, Culture Transformation, Audit Planning, Project Performance, Risk Management, Continuous Quality Improvement (CQI), Cost Management, Project Controls, Quality Control, Project Management

    ★ 4.6 (82) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    Universidad Nacional Autónoma de México

    Robótica

    Skills you'll gain: Machine Controls, Electronic Systems, Program Development, Basic Electrical Systems, Telecommunications, Programming Principles

    ★ 4.5 (1.5K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    No-Code AI Development with Flowise

    Skills you'll gain: Prompt Engineering, Agentic systems, Retrieval-Augmented Generation, Agentic Workflows, AI Workflows, Prompt Patterns, Responsible AI, Generative AI Agents, AI Security, AI Enablement, JSON, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Embeddings, AI Personalization, Application Programming Interface (API), Vector Databases, Knowledge Transfer, Integration Testing

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • R

    Rutgers the State University of New Jersey

    Supply Chain Operations

    Skills you'll gain: Lean Six Sigma, Lean Manufacturing, Manufacturing Operations, Lean Methodologies, Process Improvement, Production Management, Operations Management, Operations, Process Improvement and Optimization, Production Process, Six Sigma Methodology, Operational Efficiency, Quality Improvement, Process Optimization, Supply Chain, Kanban Principles, Inventory Control, Inventory and Warehousing, Inventory Management, Inventory Management System

    ★ 4.8 (4.4K) · Beginner · Course · 1 - 4 Weeks

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

  • AI-First Professional Skills: SkillsBooster Academy
  • ITIL V4 Introduction to Service Management Concept: EDUCBA
  • Advanced Techniques and Interpretability in LLMs: Packt
  • Capstone: Retrieving, Processing, and Visualizing Data with Python: University of Michigan
  • Building Data Lakes on AWS: Amazon Web Services
  • Cloud Native & IaC Management: Microsoft
  • MLOps Tools: MLflow and Hugging Face: Duke University
  • DeepSeek in Practice: Packt
  • ISO, CMMI & Project Quality Certification Mastery: EDUCBA
  • Robótica: Universidad Nacional Autónoma de México

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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