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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

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Predictive Modeling, Markov Model, Statistical Modeling, Statistical Inference, Graph Theory, Sampling (Statistics), Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano

    Skills you'll gain: Tensorflow, Data Preprocessing, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Cleansing, Data Pipelines, Data Transformation, Deep Learning, Artificial Neural Networks, Model Optimization, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Consultative Selling and Buyer Engagement

    Skills you'll gain: B2B Sales, Consultative Selling, Consultative Approaches, Sales Presentation, Stakeholder Engagement, Enterprise Sales, Performance Metric, Stakeholder Management, Stakeholder Communications, Sales Presentations, Selling Techniques, Verbal Communication Skills, Performance Measurement, Business Marketing, Sales, Executive Presence, Sales Process, Sales Pipelines, Sales Strategy, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Full-Stack Web Development with SvelteKit & Supabase

    Skills you'll gain: UI Components, Application Deployment, Database Management, Data Store, Web Components, Frontend Integration, JavaScript Frameworks, Web Applications, Authentications, Front-End Web Development, Application Development, OpenAI API, AI Integrations, Back-End Web Development, Code Reusability, User Interface (UI), OAuth, Dashboard Creation, User Accounts, Data Persistence

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Apple Platform Security, Integrations, & Management

    Skills you'll gain: Knowledge of Apple Software, Apple Service Certification, Application Lifecycle Management, Endpoint Security, Knowledge of Apple Hardware, Release Management

    Advanced · Course · 1 - 3 Months

  • P

    Pragmatic AI Labs

    GitHub: Codespaces, Actions, and Ecosystem Tools

    Skills you'll gain: GitHub Copilot, CI/CD, Development Environment, Continuous Integration, GitHub, Cloud Development, Fine-tuning, Hugging Face, Continuous Deployment, Microsoft Copilot, Model Deployment, YAML, DevOps, Large Language Modeling, AI Workflows, AI Enablement, Containerization, Docker (Software), Python Programming, AI Personalization

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Learn Man in the Middle Attacks from Scratch

    Skills you'll gain: Penetration Testing, Exploitation techniques, Network Security, Intrusion Detection and Prevention, Hardening, Local Area Networks, Threat Detection, General Networking, Vulnerability Management, System Configuration, Linux Administration, Authentications, Software Installation, Virtual Machines, Network Analysis, Virtualization

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Train Large Language Models Faster - Parallelism Deep Dive

    Skills you'll gain: Model Training

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Evaluate LLMs: Test and Prove Significance

    Skills you'll gain: Statistical Visualization, Model Evaluation, Data Presentation, Scientific Visualization, Statistical Hypothesis Testing, Model Deployment, Statistical Analysis, Statistical Software, Data Storytelling, Large Language Modeling, Statistical Methods, Statistical Programming, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Statistics, Experimentation, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Data Structures in JavaScript

    Skills you'll gain: Data Structures, Javascript, Application Programming Interface (API), Computer Programming, Data Management

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Design Security Ops, Identity, and Compliance capabilities

    Skills you'll gain: User Provisioning, Azure Active Directory, Cloud Security, Microsoft Azure, Security Information and Event Management (SIEM), Identity and Access Management, Role-Based Access Control (RBAC), IT Security Architecture, Security Controls, Multi-Factor Authentication, Authentications, Continuous Monitoring, Key Management, Threat Detection, Incident Response, General Data Protection Regulation (GDPR), Automation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Generative AI Application Integration Patterns

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI Integrations, LLM Application, Prompt Engineering, ChatGPT, Cloud Solutions, AI Security, Cloud Development, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Cloud Computing Architecture, Artificial Intelligence, Deep Learning, Scalability, Fine-tuning

    Beginner · Course · 1 - 3 Months

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

  • Probabilistic Graphical Models: A Compact Introduction: Coursera
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano: Google Cloud
  • Consultative Selling and Buyer Engagement: LearnQuest
  • Full-Stack Web Development with SvelteKit & Supabase: Packt
  • Advanced Apple Platform Security, Integrations, & Management: Packt
  • GitHub: Codespaces, Actions, and Ecosystem Tools: Pragmatic AI Labs
  • Learn Man in the Middle Attacks from Scratch: Packt
  • Train Large Language Models Faster - Parallelism Deep Dive: Packt
  • Evaluate LLMs: Test and Prove Significance: Coursera
  • Data Structures in JavaScript: Packt

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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