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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


  • G

    Google Cloud

    Running Distributed TensorFlow using Vertex AI

    Skills you'll gain: Tensorflow, Google Cloud Platform, Model Deployment, Image Analysis, Cloud Deployment, MLOps (Machine Learning Operations), Cloud Computing, Distributed Computing

    Intermediate · Project · Less Than 2 Hours

  • P

    Packt

    Microsoft Azure For .NET Developers

    Skills you'll gain: Infrastructure As A Service (IaaS), Azure Active Directory, Microsoft Azure, Virtual Machines, .NET Framework, Kubernetes, Docker (Software), Cloud Development, Cloud Applications, Containerization, Microsoft SQL Servers, Application Deployment, Platform As A Service (PaaS), Microsoft Visual Studio, NoSQL, Serverless Computing, Cloud Storage, Authentications, Authorization (Computing), Scalability

    Intermediate · Course · 3 - 6 Months

  • E

    Edureka

    Database Design and Operational Business Intelligence

    Skills you'll gain: Data Management, Data Manipulation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Intermediate 3D Modelling and Game Asset Creation

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Computer Graphics, Animation and Game Design, Image Quality, Performance Tuning

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Foundations of Information Security and Incident Handling

    Skills you'll gain: Computer Security Incident Management, Incident Response, Vulnerability Management, Risk Management Framework, Security Management, Threat Management, Risk Management, Disaster Recovery, Vulnerability Assessments, Information Assurance, Digital Forensics, Security Controls

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Account Managers: Personalizing Client Engagement

    Skills you'll gain: Account Management, AI Personalization, Customer Engagement, Customer Communications Management, Generative AI, Customer Insights, Prompt Engineering, Communication, Predictive Analytics, Scalability, Customer Relationship Management (CRM) Software, Email Automation, Responsible AI, Business Process Automation, Analytics, Automation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Design & Secure LLM APIs for Scalability

    Skills you'll gain: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Object-Oriented Analysis and Design: Patterns and Principles

    Skills you'll gain: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Software Design Patterns, Java, Unified Modeling Language, Software Design, Java Programming, Software Architecture, Model View Controller, Conceptual Design

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • A

    AI CERTs

    Customer Experience in Telecommunication

    Skills you'll gain: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), AI Personalization, Internet Of Things, Customer Engagement, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Telecommunications, Artificial Intelligence, Network Performance Management, Wireless Networks, Generative AI Agents, Emerging Technologies, Computer Networking, Network Architecture, Network Protocols, Digital Communications, Communication, System Design and Implementation

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Attention Mechanism - Bahasa Indonesia

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Performance Tuning, Natural Language Processing, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Java Multi-Threading Mastery: From Basics to Advanced

    Skills you'll gain: Java Programming, Java, System Programming, OS Process Management, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Cisco Certified Support Technician IT Support 100-140 Unit 8

    Skills you'll gain: Cyber Threat Intelligence, Malware Protection, Personally Identifiable Information, Threat Detection, Threat Management, Cybersecurity, Cyber Attacks, Vulnerability Scanning, Information Privacy, Data Security, Security Awareness, Human Factors (Security), User Accounts

    Beginner · Course · 1 - 4 Weeks

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

  • Running Distributed TensorFlow using Vertex AI: Google Cloud
  • Microsoft Azure For .NET Developers: Packt
  • Database Design and Operational Business Intelligence: Edureka
  • Intermediate 3D Modelling and Game Asset Creation: Packt
  • Foundations of Information Security and Incident Handling: Packt
  • GenAI for Account Managers: Personalizing Client Engagement: Coursera
  • Design & Secure LLM APIs for Scalability: Coursera
  • Object-Oriented Analysis and Design: Patterns and Principles: University of Colorado Boulder
  • Customer Experience in Telecommunication: AI CERTs
  • Attention Mechanism - Bahasa Indonesia: 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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