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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

    Simplilearn

    LangChain Course for LLM Application Development

    Skills you'll gain: LangChain, LLM Application, Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Hugging Face, AI Workflows, Context Management, Generative AI Agents, Vector Databases, Prompt Engineering, Semantic Web

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Advanced Capstone Spacecraft Dynamics and Control Project

    Skills you'll gain: Vibrations, Control Systems, Mechanics, Torque (Physics), Mechanical Engineering, Engineering Analysis, Engineering Calculations, Differential Equations, Mathematical Modeling, Simulation and Simulation Software

    Advanced · Course · 1 - 4 Weeks

  • C

    Cisco Learning and Certifications

    Implementing Basic BGP

    Skills you'll gain: Open Shortest Path First (OSPF), Network Administration

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Public Speaking for Beginners - Speak with Confidence

    Skills you'll gain: Growth Mindedness, Peer Review, Personal Attributes, Self-Awareness, Brainstorming, Prioritization

    Beginner · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Agile Process, Project, and Program Controls

    Skills you'll gain: Emotional Intelligence, Agile Project Management, Program Management, Sprint Retrospectives, Project Portfolio Management, Negotiation, Agile Methodology, Project Controls, Project Risk Management, Team Leadership, Project Management, Quality Management, Leadership, Scaled Agile Framework, User Acceptance Testing (UAT), Continuous Improvement Process, Return On Investment

    Intermediate · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Platform Product Management

    Skills you'll gain: No-Code Development, Application Development, User Experience, User Interface (UI), Data Modeling, Sprint Retrospectives, Platform As A Service (PaaS), Service Recovery, Digital Transformation, Application Design, Drive Engagement, Technology Solutions, User Feedback, Cloud-Based Integration, Application Deployment, Customer Engagement, Product Lifecycle Management, Product Management, System Implementation, Systems Integration

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Vector Databases Deep Dive

    Skills you'll gain: NoSQL, Database Systems, Databases, Data Infrastructure, Data Storage Technologies, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Algorithms

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    The Softer Side of Science Communication

    Skills you'll gain: Non-Verbal Communication, Storytelling, Conflict Management, Interpersonal Communications, Driving engagement, De-escalation Techniques, Rapport Building, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness, Empathy & Emotional Intelligence, Ethical Standards And Conduct, Psychology, Vulnerability

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Document and Evaluate LLM Prompting Success

    Skills you'll gain: Prompt Engineering, Prompt Patterns, MLOps (Machine Learning Operations), Technical Documentation, Performance Tuning, Large Language Modeling, Technical Writing, Configuration Management, Performance Testing, Data Maintenance, Benchmarking, Requirements Analysis

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery ML を推論に使用する

    Skills you'll gain: Data Analysis, Applied Machine Learning, Model Deployment, Machine Learning, Predictive Modeling, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Generative AI for Developers: Unit 1

    Skills you'll gain: Responsible AI, Application Development, Generative AI, Web Applications, Full-Stack Web Development, GitHub, Integrated Development Environments, Development Environment, Front-End Web Development, Back-End Web Development, Prompt Engineering, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Azure: Compute, Storage, and Database Security

    Skills you'll gain: Microsoft Azure, Cloud Security, Kubernetes, Data Security, Virtual Machines, Database Architecture and Administration, Infrastructure As A Service (IaaS), Remote Access Systems, Data Storage Technologies, Identity and Access Management, Containerization, Key Management, Encryption

    Intermediate · Course · 1 - 4 Weeks

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

  • LangChain Course for LLM Application Development: Simplilearn
  • Advanced Capstone Spacecraft Dynamics and Control Project: University of Colorado Boulder
  • Implementing Basic BGP: Cisco Learning and Certifications
  • Public Speaking for Beginners - Speak with Confidence: Packt
  • Agile Process, Project, and Program Controls: University of Maryland, College Park
  • Platform Product Management: University of Maryland, College Park
  • Vector Databases Deep Dive: Packt
  • The Softer Side of Science Communication: University of Colorado Boulder
  • Document and Evaluate LLM Prompting Success: Coursera
  • BigQuery ML を推論に使用する: Google Cloud

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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