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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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    Whizlabs

    Generative AI for Azure Cloud Engineers

    Skills you'll gain: Responsible AI, Retrieval-Augmented Generation, Generative AI, Generative AI Agents, Microsoft Copilot, Generative Model Architectures, Microsoft Azure, OpenAI API, Fine-tuning, Model Optimization, Prompt Engineering, AI Security, OpenAI, Model Training, Large Language Modeling, Model Deployment, Microsoft Power Platform, LLM Application, AI Integrations

    Intermediate · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    Implementing BGP in a Service Provider Network

    Skills you'll gain: Network Monitoring, Network Planning And Design

    Beginner · Course · 1 - 3 Months

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    Packt

    Data Processing and Exploration with NumPy & Pandas

    Skills you'll gain: Data Processing, Pivot Tables And Charts, Data Visualization, Data Analysis, Data Transformation, Numerical Analysis, Exploratory Data Analysis, Data Cleansing, Data Structures

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    AI Tooling Capstone: Serverless Multi-Model Systems

    Skills you'll gain: Serverless Computing, Amazon Bedrock, AI Workflows, Prompt Engineering, YAML, AI Integrations, AI Orchestration, LLM Application, Model Deployment, Amazon Web Services, Generative Model Architectures, Model Evaluation, Rust (Programming Language), Large Language Modeling, Performance Tuning, Open Source Technology

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data Representation and Serialization

    Skills you'll gain: Interoperability, Data Transformation, Secure Coding, Data Management, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Sales Enablement, Innovation, and Growth Hacking

    Skills you'll gain: Sales Enablement, Sales Strategy, Sales Development, Sales Operations, Lead Generation, Sales, Sales Training, Account Strategy, Sales Process, Customer Relationship Management (CRM) Software, Prospecting and Qualification, Sales Prospecting, Global Marketing, Training and Development, Data-Driven Decision-Making, Marketing Automation, Key Performance Indicators (KPIs), Personalized Campaigns, Video Production

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Learn to Code: Fun with C#

    Skills you'll gain: Business Logic, Application Development, Computational Logic, C# (Programming Language), Computer Programming, Program Development, Programming Principles, Data Storage, Data Cleansing

    Beginner · Course · 1 - 4 Weeks

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    STARWEAVER

    Foundations of Cybersecurity Operations

    Skills you'll gain: Threat Detection, Identity and Access Management, Cybersecurity, Cyber Attacks, Cyber Operations, Endpoint Detection and Response, Threat Management, MITRE ATT&CK Framework, Incident Response, Security Awareness, Zero Trust Network Access, Human Factors (Security), Cyber Security Policies, Security Management, Computer Security Incident Management, Security Information and Event Management (SIEM), Endpoint Security, Security Controls, Incident Management, General Data Protection Regulation (GDPR)

    Beginner · Course · 1 - 3 Months

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    Packt

    Intro to NodeJS

    Skills you'll gain: Node.JS, File I/O, Javascript, Event-Driven Programming, Web Servers, Software Installation, Server Side, Application Development, File Management, Command-Line Interface, TCP/IP, Servers, OS Process Management, Application Deployment, Package and Software Management

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Understanding the U.S. Healthcare Landscape

    Skills you'll gain: Medical Prescription, Pharmaceuticals, Managed Care, Health Systems, Medicaid, Medicare, Health Care, Drug Development, Health Policy, Public Health, Value-Based Care, Health Care Procedure and Regulation, Health Administration, Health Care Administration, Policy Analysis, Community Health, Philanthropy, Tax Laws

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Getting Started with Scrum

    Skills you'll gain: Sprint Retrospectives, Backlogs, Agile Software Development, Agile Methodology, Process Improvement, Continuous Improvement Process, Team Oriented, Meeting Facilitation, Prioritization, Cross-Functional Collaboration

    Beginner · Course · 1 - 3 Months

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    Coursera

    Automate, Optimize, and Maintain AI Systems

    Skills you'll gain: AI Security, Ansible, Patch Management, MLOps (Machine Learning Operations), Generative AI, System Monitoring, Incident Management, Continuous Monitoring, IT Automation, Security Controls, Automation, Predictive Analytics

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI for Azure Cloud Engineers: Whizlabs
  • Implementing BGP in a Service Provider Network: Cisco Learning and Certifications
  • Data Processing and Exploration with NumPy & Pandas: Packt
  • AI Tooling Capstone: Serverless Multi-Model Systems: Pragmatic AI Labs
  • Data Representation and Serialization: Packt
  • Sales Enablement, Innovation, and Growth Hacking: LearnQuest
  • Learn to Code: Fun with C#: Coursera
  • Foundations of Cybersecurity Operations: STARWEAVER
  • Intro to NodeJS: Packt
  • Understanding the U.S. Healthcare Landscape: Northeastern University

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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