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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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    Packt

    Vibe Coding with Windsurf – No Code Web Design

    Skills you'll gain: Vibe coding, Web Development, AI Integrations, Software Installation, GitHub

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Maven and SonarQube for DevOps Engineers - Beginners Guide

    Skills you'll gain: SonarQube, Apache Maven, Jenkins, Apache Tomcat, Build Tools, Devops Tools, Application Deployment, Java, DevOps, Application Servers, Amazon Web Services, Continuous Integration, CI/CD, Software Installation, Amazon Elastic Compute Cloud, Git (Version Control System), Dependency Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    Patient Outcomes: Communicate with Clarity

    Skills you'll gain: Patient Communication, Team Collaboration, Teamwork, Collaboration, Communication, Communication Strategies, Patient Education and Support, AI literacy, Empathy

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    Sales with AI

    Skills you'll gain: AI Enablement, Revenue Forecasting, Artificial Intelligence, Business Development, Lead Generation, Customer Engagement, Data-Driven Decision-Making, Customer Insights

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Español

    Skills you'll gain: Responsible AI, Data Ethics, Decision Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Data Modeling, Model Evaluation, Machine Learning Software, Artificial Intelligence, Software Visualization, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Kubernetes Training for Beginner

    Skills you'll gain: Cloud-Native Computing, Cloud Deployment, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    CCNP and CCIE Security Core SCOR 350-701(Exam Blueprint 1.1)

    Skills you'll gain: Network Security, Endpoint Security, Cloud Security, Threat Detection, Endpoint Detection and Response, Cyber Threat Intelligence, IT Security Architecture, Intrusion Detection and Prevention, Cybersecurity, Identity and Access Management, Infrastructure Security, Firewall, Cloud Computing, Security Controls, Continuous Monitoring, Incident Response, Data Security, Email Security, Network Monitoring, Malware Protection

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Advanced Agentic AI: Production Data Architecture

    Skills you'll gain: Prompt Engineering, Agentic Workflows, MongoDB, Retrieval-Augmented Generation, Vector Databases, Generative AI Agents, Scalability, Model Context Protocol, Context Engineering, Data Architecture, Systems Design, Tool Calling, System Design and Implementation, Development Environment, Embeddings, PostgreSQL, Database Design, Object-Relational Mapping, Data Modeling, SQL

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    ETL pipelines con Python: recopila datos de Spotify

    Skills you'll gain: Data Visualization, Interactive Data Visualization, Data Transformation, Data Processing, Data Presentation, Data Visualization Software, Business Intelligence, Data Analysis, Extract, Transform, Load, Exploratory Data Analysis, Data Collection, Data Pipelines, Data Access, Music, Development Environment, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Terraform Cloud - Automation, Workspaces, and Integration

    Skills you'll gain: Infrastructure as Code (IaC), Cloud Management, Amazon Web Services, Cloud Infrastructure, Multi-Tenant Cloud Environments, AWS Identity and Access Management (IAM), Continuous Deployment, GitHub, Version Control, Authentications, Data Validation

    Beginner · Course · 1 - 3 Months

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    Cisco Learning and Certifications

    Implementing MPLS VPNs

    Skills you'll gain: Multiprotocol Label Switching, Virtual Private Networks (VPN), Routing Protocols, Border Gateway Protocol, Open Shortest Path First (OSPF), Network Troubleshooting, Network Routers, Network Routing, Network Support, Network Planning And Design, Network Monitoring, Configuration Management, Command-Line Interface

    Beginner · Course · 1 - 3 Months

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    Packt

    Getting Started with Vector Databases and AI Embeddings

    Skills you'll gain: Vector Databases, Embeddings, AI Integrations, Generative AI, Artificial Intelligence, Data Storage, Databases, Retrieval-Augmented Generation, Scalability, Anomaly Detection, Unstructured Data, Data Transformation

    Beginner · Course · 1 - 3 Months

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

  • Vibe Coding with Windsurf – No Code Web Design: Packt
  • Maven and SonarQube for DevOps Engineers - Beginners Guide: Packt
  • Patient Outcomes: Communicate with Clarity: Coursera
  • Sales with AI: AI CERTs
  • Responsible AI for Developers: Interpretability & Transparency - Español: Google Cloud
  • Kubernetes Training for Beginner: Simplilearn
  • CCNP and CCIE Security Core SCOR 350-701(Exam Blueprint 1.1): Pearson
  • Advanced Agentic AI: Production Data Architecture: LearnKartS
  • ETL pipelines con Python: recopila datos de Spotify: Coursera
  • Terraform Cloud - Automation, Workspaces, and Integration: 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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