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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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    Creo Incubator

    Cultivating Executive Presence

    Skills you'll gain: Executive Presence, Influencing, Oral Expression, Composure, Non-Verbal Communication, Verbal Communication Skills, Communication, Public Speaking, Business Leadership, Adaptability, Professional Development, Personal Attributes, Cognitive flexibility, Active Listening

    Beginner · Course · 1 - 4 Weeks

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    Lund University

    The Juliet Language for Motion Programming

    Skills you'll gain: Machine Controls, Programming Principles, Control Systems, Event-Driven Programming, Robotics, Computer Programming, Automation, System Requirements, Real Time Data, User Interface (UI), Debugging

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Hedge Accounting for Derivatives: Apply & Evaluate

    Skills you'll gain: Hedge Accounting, Derivatives, Financial Reporting, Financial Accounting, Generally Accepted Accounting Principles (GAAP), Risk Management, Accounting, Balance Sheet, Financial Statements, Cash Flows, Income Statement

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Memory Safety and Structuring Programs

    Skills you'll gain: Rust (Programming Language), System Programming, Secure Coding, Data Structures, Programming Principles, Data Sharing, Data Management, Capacity Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Microsoft Sentinel Skills

    Skills you'll gain: Security Information and Event Management (SIEM), Threat Detection, Microsoft Azure, Anomaly Detection, Cyber Threat Intelligence, Security Management, Cloud Management, Application Deployment, Role-Based Access Control (RBAC), Incident Response, Identity and Access Management, Automation, Query Languages

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    BigQuery 머신러닝을 사용한 추론

    Skills you'll gain: Data Analysis, Big Data, Analytics, Applied Machine Learning, Model Evaluation, Predictive Modeling, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Transformer Models and BERT Model - Español

    Skills you'll gain: Natural Language Processing, Generative Model Architectures, Large Language Modeling, Transfer Learning, Classification Algorithms

    Advanced · Course · 1 - 4 Weeks

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    Lecturio

    Cardiovascular Disorders: Medical-Surgical Nursing

    Skills you'll gain: Cardiac Surgery, Patient Education And Counseling, Cardiology, Medical Surgical Nursing, Electocardiography, Cardiac Dysrhythmia, Nursing Care, Perioperative Care, Diagnostic Tests, Hemodynamics, Nursing Process, Blood Pressure, Clinical Assessment, Physiology, Anatomy

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    生成式 AI:掌握幕後技術與環境

    Skills you'll gain: Generative AI Agents, Generative AI, Google Cloud Platform, Gemini, Responsible AI, AI Security, AI Product Strategy, AI Enablement, Data Ethics, Cloud Infrastructure, Data Governance, Artificial Intelligence, Data Centers, MLOps (Machine Learning Operations)

    Beginner · Course · 1 - 3 Months

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    Coursera

    Benchmark & Optimize LLM App Performance

    Skills you'll gain: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    AWS Step Functions – Automate Complex Tasks with Workflows

    Skills you'll gain: Amazon Web Services, Debugging, Business Process Automation, Automation, AWS Identity and Access Management (IAM), Serverless Computing, Amazon DynamoDB, API Gateway, JSON, User Accounts

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Manager of Managers: Performance Management and Metrics

    Skills you'll gain: Team Performance Management, Performance Management, Key Performance Indicators (KPIs), Performance Measurement, Employee Performance Management, Management Training And Development, Performance Metric, Performance Improvement, Human Resource Strategy, Performance Analysis, Business Metrics, Performance Review, Constructive Feedback, Organizational Strategy, Accountability, Employee Engagement, Data-Driven Decision-Making, Analytics, Continuous Improvement Process, Driving engagement

    Intermediate · Course · 1 - 4 Weeks

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

  • Cultivating Executive Presence: Creo Incubator
  • The Juliet Language for Motion Programming: Lund University
  • Hedge Accounting for Derivatives: Apply & Evaluate: EDUCBA
  • Memory Safety and Structuring Programs: Packt
  • Microsoft Sentinel Skills: Packt
  • BigQuery 머신러닝을 사용한 추론: Google Cloud
  • Transformer Models and BERT Model - Español: Google Cloud
  • Cardiovascular Disorders: Medical-Surgical Nursing: Lecturio
  • 生成式 AI:掌握幕後技術與環境: Google Cloud
  • Benchmark & Optimize LLM App Performance: 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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