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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

    CertNexus

    Build Regression, Classification, and Clustering Models

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Unsupervised Learning, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Modeling, Supervised Learning, Performance Tuning

    ★ 4.5 (20) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Introduction to Big Data

    Skills you'll gain: Big Data, Apache Hadoop, Scalability, Data Processing, Data Science, Distributed Computing, Unstructured Data, Data Infrastructure, Data Analysis, Data Quality, File Systems

    ★ 4.6 (11K) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Manchester

    Introduction to Physical Chemistry

    Skills you'll gain: Chemistry, Physical Science, Physics, Laboratory Experience, Experimentation, Mechanics, Applied Mathematics

    ★ 4.7 (757) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Introduction to SIEM (Splunk)

    Skills you'll gain: Security Information and Event Management (SIEM), Splunk, Threat Detection, Computer Security Incident Management, System Monitoring, Cybersecurity, Security Management, Event Monitoring, Continuous Monitoring, Incident Response, Data Storage Technologies, Data Analysis Software, Information Management, Data Management, Data Integration, Data Import/Export, Software Installation

    ★ 4.6 (331) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Mathematical Thinking in Computer Science

    Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Algorithms, Programming Principles, Python Programming, Computer Programming

    ★ 4.4 (2.3K) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    AI and Disaster Management

    Skills you'll gain: Disaster Recovery, Image Analysis, Data Ethics, Responsible AI, Emergency Response, Mitigation, Text Mining, Natural Language Processing, Artificial Intelligence, Applied Machine Learning, Computer Vision, Spatial Data Analysis, Model Evaluation

    ★ 4.7 (321) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • T

    The Hong Kong University of Science and Technology

    Information Systems Auditing, Controls and Assurance

    Skills you'll gain: Audit Working Papers, Change Control, Internal Auditing, Systems Development, Auditors Report, Risk Management, Risk Control, FinTech, Change Management, Risk Mitigation, Emerging Technologies, Development Environment

    ★ 4.7 (4.1K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    AI Python for Beginners

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, AI Integrations, Data Literacy, Application Development, Scripting, Programming Principles, Automation, Computer Programming, Application Programming Interface (API), Package and Software Management, Data Structures

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

    Category: Preview
    Preview
  • C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning

    ★ 4.6 (71) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • V

    Vanderbilt University

    Advanced Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, Context Engineering, ChatGPT, AI literacy, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Data Analysis

    ★ 4.8 (805) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • J

    John Wiley & Sons

    Investment Banking

    Skills you'll gain: Investment Banking, Financial Modeling, Mergers & Acquisitions, Financial Statement Analysis, Financial Statements, Financial Data, Private Equity, Capital Markets, Financial Analysis, Finance, Bidding, Equities, Business Valuation, Transaction Processing, Loans, Financial Market, Financial Forecasting, Corporate Finance, Cash Flows, Dealing With Ambiguity

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Unlock Business Insights with Microsoft Excel and Power BI

    Skills you'll gain: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard Creation, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Extract, Transform, Load, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Interactive Data Visualization, Business Intelligence, Data Collection, Business Metrics

    ★ 4.5 (846) · 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

  • Build Regression, Classification, and Clustering Models: CertNexus
  • Introduction to Big Data: University of California San Diego
  • Introduction to Physical Chemistry: University of Manchester
  • Introduction to SIEM (Splunk): EDUCBA
  • Mathematical Thinking in Computer Science: University of California San Diego
  • AI and Disaster Management: DeepLearning.AI
  • Information Systems Auditing, Controls and Assurance: The Hong Kong University of Science and Technology
  • AI Python for Beginners: DeepLearning.AI
  • Hyperparameter Tuning with Keras Tuner: Coursera
  • Advanced Prompt Engineering for Everyone: 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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