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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

    Coursera

    Validate LLM Embeddings for Production Use

    Skills you'll gain: Embeddings, Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Data Cleansing, Anomaly Detection, Vector Databases, LLM Application, System Monitoring, Verification And Validation, Data Quality, Legal Technology, Semantic Web, E-Commerce, Large Language Modeling, Data Validation, Benchmarking, Dimensionality Reduction, Performance Metric, Cost Reduction

    Intermediate · Course · 1 - 4 Weeks

  • T

    The State University of New York

    Career Foundations: A Toolkit to Build Your Future

    Skills you'll gain: Collaboration, Teamwork, Adaptability, Verbal Communication Skills, Critical Thinking, Communication, Creative Thinking, Emotional Intelligence, Resilience, Problem Solving, Analytical Skills, Innovation, Accountability, Motivational Skills, Team Motivation, Logical Reasoning, Organizational Skills, Decision Making, Human Resources, Time Management

    Beginner · Course · 1 - 3 Months

  • H

    HubSpot Academy

    Inbound Sales

    Skills you'll gain: Sales Presentations, Prospecting and Qualification, Persona Development, Sales Strategy, Sales Process, Target Audience, Sales Pipelines, Sales, Lead Generation, Customer Analysis, Email Automation, Prioritization, Customer Engagement

    Beginner · Course · 1 - 3 Months

  • C

    Cisco Learning and Certifications

    Implementing Cisco MPLS

    Skills you'll gain: Multiprotocol Label Switching, Network Planning And Design, Virtual Private Networks (VPN), Network Troubleshooting, Routing Protocols, Border Gateway Protocol, Network Engineering, Computer Networking, Network Administration, Open Shortest Path First (OSPF), Network Routers, Wide Area Networks, Network Monitoring, Network Routing, TCP/IP, Network Performance Management, Network Protocols, Service Level Agreement, Service Level, Network Architecture

    Beginner · Specialization · 3 - 6 Months

  • E

    Erasmus University Rotterdam

    Entrepreneurial Competencies for Landscape Restoration

    Skills you'll gain: Design Thinking, Sustainable Development, Sustainable Business, Entrepreneurship, Environmental Social And Corporate Governance (ESG), Product Development, Business Modeling, Innovation, Investment Banking, Ideation, Stakeholder Management, Customer Analysis

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Current Issues in Ethics and AI

    Skills you'll gain: Generative AI, Responsible AI, Ethical Standards And Conduct, AI Security, Robotics, Healthcare Ethics, Workforce Planning, Information Privacy, Information Technology, Robotic Process Automation, Large Language Modeling, Energy and Utilities

    Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Introduction to Flask framework

    Skills you'll gain: Flask (Web Framework), Web Applications, Package and Software Management, Web Frameworks, Application Frameworks, Debugging, Program Development, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Testing and Advanced REST with Spring Boot

    Skills you'll gain: JUnit, Apache Maven, Unit Testing, Spring Framework, Spring Boot, Restful API, API Testing, Software Testing, Test Case, Gradle, Software Development Tools, Integration Testing, Mockups, JSON, Authentications

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Cybersecurity Testing and Prevention

    Skills you'll gain: Vulnerability Management, Penetration Testing, Vulnerability Assessments, Intrusion Detection and Prevention, Security Testing, Network Security, Threat Management, System Testing, Firewall, Cybersecurity, Cloud Security, Microsoft Azure, Virtual Private Networks (VPN), Virtual Networking, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Block.one: Getting Started with The EOSIO Blockchain

    Skills you'll gain: Cloud Hosting, Blockchain, Virtual Machines, Software Installation, Google Cloud Platform, Key Management, User Accounts, Development Environment, Network Security

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Advanced Prompt Engineering and Memory Management

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Context Management, User Interface (UI), Vector Databases, Debugging

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Création de chaînes en Python

    Skills you'll gain: Python Programming, Scripting, Scripting Languages, Programming Principles, Computer Programming, Data Access, Data Science

    Beginner · Guided Project · Less Than 2 Hours

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

  • Validate LLM Embeddings for Production Use: Coursera
  • Career Foundations: A Toolkit to Build Your Future: The State University of New York
  • Inbound Sales: HubSpot Academy
  • Implementing Cisco MPLS: Cisco Learning and Certifications
  • Entrepreneurial Competencies for Landscape Restoration: Erasmus University Rotterdam
  • Current Issues in Ethics and AI: University of Colorado Boulder
  • Introduction to Flask framework: Duke University
  • Testing and Advanced REST with Spring Boot: Packt
  • Cybersecurity Testing and Prevention: Microsoft
  • Block.one: Getting Started with The EOSIO Blockchain: 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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