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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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    LearnKartS

    Workflow Automation with n8n: Logic, Data & Error Handling

    Skills you'll gain: Make.com, Email Automation, Automation, Business Process Automation, No-Code Development, Data Processing, Automation Engineering, JSON, Data Transformation, AI Workflows, Data Import/Export, Robotic Process Automation, Data Integration, AI Integrations, Debugging, Productivity, API Design, Digital Transformation

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Fractal Analytics

    Introduction to Vertex AI

    Skills you'll gain: MLOps (Machine Learning Operations), Generative Model Architectures, Applied Machine Learning, Generative AI, Model Deployment, Google Cloud Platform, Model Training, Artificial Intelligence, Machine Learning, User Interface (UI), Cloud Computing, Complex Problem Solving, Critical Thinking

    4.2
    Rating, 4.2 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google

    Using Python to Interact with the Operating System

    Skills you'll gain: Bash (Scripting Language), Test Automation, Unit Testing, Development Testing, Test Script Development, Scripting, Unix Shell, Software Testing, Shell Script, File I/O, Test Driven Development (TDD), Linux Commands, Unix Commands, Scripting Languages, Development Environment, Operating Systems, Linux, Command-Line Interface, File Management, OS Process Management

    4.7
    Rating, 4.7 out of 5 stars
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    6.7K reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Overview of Automotive SPICE

    Skills you'll gain: Process Driven Development, Software Quality Assurance, Process Management, Software Development, Embedded Software, Verification And Validation, Software Engineering, Software Development Life Cycle, Software Development Methodologies, Quality Assurance, Systems Engineering, Configuration Management, Requirements Analysis, Change Requests, Process Modeling, Quality Control

    4.4
    Rating, 4.4 out of 5 stars
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    74 reviews

    Beginner · Course · 1 - 4 Weeks

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    SkillsBooster Academy

    AI Agents for Business Automation

    Skills you'll gain: Email Automation, Business Process Automation, Generative AI Agents, Business Workflow Analysis, Automation, Workflow Management, Agentic systems, Expense Reports, ChatGPT, Client Support, LLM Application, Project Coordination, Coordinating, Artificial Intelligence, Enterprise Architecture, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Expense Management, Prompt Engineering, Business

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Introduction to AI for Cybersecurity

    Skills you'll gain: AI Security, Cybersecurity, Cyber Attacks, Fraud detection, Classification Algorithms, Email Security, Threat Detection, Jupyter, Authentications, Machine Learning Algorithms, Artificial Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning

    4.2
    Rating, 4.2 out of 5 stars
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    104 reviews

    Intermediate · Course · 1 - 4 Weeks

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    DeepLearning.AI

    IA Para Todos (Português)

    Skills you'll gain: AI Product Strategy, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Artificial Intelligence, Data Ethics, Responsible AI, Applied Machine Learning, AI literacy, Data Science, Machine Learning, Artificial Neural Networks, Deep Learning

    4.8
    Rating, 4.8 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Python, SQL, Tableau for Data Science

    Skills you'll gain: Data Storytelling, Data Presentation, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning

    3.6
    Rating, 3.6 out of 5 stars
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    31 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    University of Michigan

    The Science of Success: What Researchers Know that You Should Know

    Skills you'll gain: Relationship Building, Growth Mindedness, Action Oriented, Goal-Oriented, Personal Development, Self-Motivation, Positivity, Goal Setting, Conscientiousness, Resilience, Persistence, Overcoming Obstacles, Planning, Learning Strategies, Social Network Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    2.9K reviews

    Beginner · Course · 1 - 3 Months

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    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

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    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

  • Status: Free Trial
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    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
    Rating, 4.7 out of 5 stars
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    14K reviews

    Beginner · Course · 1 - 3 Months

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

  • Workflow Automation with n8n: Logic, Data & Error Handling: LearnKartS
  • Introduction to Vertex AI: Fractal Analytics
  • Using Python to Interact with the Operating System: Google
  • Overview of Automotive SPICE: EDUCBA
  • AI Agents for Business Automation: SkillsBooster Academy
  • Introduction to AI for Cybersecurity: Johns Hopkins University
  • IA Para Todos (Português): DeepLearning.AI
  • Python, SQL, Tableau for Data Science: Coursera
  • The Science of Success: What Researchers Know that You Should Know: University of Michigan
  • AI-First Professional Skills: SkillsBooster Academy

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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