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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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    Coursera

    Automate Financial Analysis with AI Pipelines

    Skills you'll gain: Model Evaluation, Model Training, Forecasting, Financial Data, Financial Forecasting, Performance Metric, Financial Analysis, Credit Risk, AI Integrations, Applied Machine Learning, AI Workflows, Data Pipelines, Artificial Neural Networks, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Immersify

    Comfort & Care: Pain, Nutrition, Hydration Assessments

    Skills you'll gain: Pain Management, Patient Communication, Nutritional Assessment, Clinical Nutrition, Nutrition and Diet, Patient Education and Support, Patient Evaluation, Direct Patient Care, Health Assessment, Nutrition Education, Communication, Clinical Experience, Health Care, Healthcare Ethics, Patient Safety, Health And Safety Standards, Healthcare Industry Knowledge, Critical Thinking and Problem Solving, Decision Making, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Snowflake

    Building AI Agents with Snowflake

    Skills you'll gain: AI Orchestration, Agentic Workflows, AI Workflows, Model Context Protocol, LLM Application, Artificial Intelligence, Tool Calling, Agentic systems, Prompt Engineering, Data Integration, Model Evaluation, SQL, Unstructured Data

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Foundations for Data Analytics Part 1

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Unsupervised Learning, Data Analysis, Data Manipulation, Machine Learning Algorithms, Computational Thinking, Descriptive Statistics, Data Processing, Data Preprocessing, Data Cleansing, Programming Principles, Data Visualization, Python Programming, Algorithms, Model Evaluation

    Beginner · Course · 1 - 3 Months

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    Knowledge Accelerators

    Microsoft 365 Copilot AI: Collaboration & Team Productivity

    Skills you'll gain: Microsoft Copilot, Microsoft Teams, Microsoft 365, Collaborative Software, Meeting Facilitation, Productivity Software, AI powered creativity, Taking Meeting Minutes, Organizational Skills, Brainstorming, Language Interpretation, Translation, and Studies, Project Management Software, Workflow Management, Technical Communication, Ideation, Prioritization, Web Content Accessibility Guidelines, Microsoft Word, Editing, Generative AI

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Master Partnership Accounting: Analyze, Apply & Evaluate

    Skills you'll gain: Ledgers (Accounting), Financial Statements

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced RNN Concepts and Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Artificial Neural Networks, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Model Training, Model Evaluation, Data Preprocessing

    Advanced · Course · 1 - 3 Months

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    John Wiley & Sons

    AI for Good: Solutions for Sustainability, Health, and Aid

    Skills you'll gain: Environmental Monitoring, Responsible AI, Social Impact, Applied Machine Learning, Spatial Data Analysis, Data Ethics, Geospatial Information and Technology, Machine Learning, Sustainable Development, Artificial Intelligence, AI literacy, Model Training, Natural Language Processing, Spatial Analysis, Medical Imaging, Health Technology, Deep Learning, Generative AI, Data-Driven Decision-Making, Healthcare Industry Knowledge

    Beginner · Course · 3 - 6 Months

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    Johns Hopkins University

    Advanced Probability and Statistical Methods

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Statistical Programming, Probability Distribution, Data Analysis, Statistical Software, Markov Model, Data Science, Statistical Modeling, Statistics, Statistical Inference, Probability, Correlation Analysis, R Programming

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Create a High-Fidelity Prototype with Figma

    Skills you'll gain: Prototyping, User Interface (UI) Design, User Interface (UI), Figma (Design Software), User Interface and User Experience (UI/UX) Design, Application Design, Design, Interactive Design, Collaborative Software

    3.9
    Rating, 3.9 out of 5 stars
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    14 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Board Infinity

    MLOps and LLMOps: Deploying and Scaling AI in Production

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, LLM Application, Application Deployment, Model Training, Cloud Deployment, Continuous Deployment, AI Workflows, Large Language Modeling, AI Security, Prompt Engineering, Retrieval-Augmented Generation, Scalability, CI/CD, Site Reliability Engineering, Model Evaluation, Release Management, Containerization, Continuous Monitoring, Event Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of Solidity and Smart Contract Development

    Skills you'll gain: Blockchain, Memory Management, Programming Principles, Integrated Development Environments, Computational Logic, Software Development Tools, Secure Coding, Other Programming Languages, Program Development, Data Storage, Data Management, Development Testing

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Automate Financial Analysis with AI Pipelines: Coursera
  • Comfort & Care: Pain, Nutrition, Hydration Assessments: Immersify
  • Building AI Agents with Snowflake: Snowflake
  • Foundations for Data Analytics Part 1: Northeastern University
  • Microsoft 365 Copilot AI: Collaboration & Team Productivity: Knowledge Accelerators
  • Master Partnership Accounting: Analyze, Apply & Evaluate: EDUCBA
  • Advanced RNN Concepts and Projects: Packt
  • AI for Good: Solutions for Sustainability, Health, and Aid: John Wiley & Sons
  • Advanced Probability and Statistical Methods: Johns Hopkins University
  • Create a High-Fidelity Prototype with Figma: Coursera

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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