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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

    Skeletal Meshes and Animation

    Skills you'll gain: Unreal Engine, Animations, Animation and Game Design, 3D Assets, Game Design, Video Game Development

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Python Techniques for Data Science & AI

    Skills you'll gain: Plotly, Pandas (Python Package), Plot (Graphics), Interactive Data Visualization, Data Visualization, Data Analysis, Data Visualization Software, Restful API, Application Programming Interface (API), Python Programming, Data Manipulation, Data Validation, Context Management

    Intermediate · 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, Business Intelligence 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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    Arm

    Teaching AI on the Edge

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, Model Optimization, Artificial Intelligence, Large Language Modeling, Generative AI, Model Evaluation, Model Deployment, Digital pedagogy, Data Security

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Image Generation - Italiano

    Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Model Training, Mathematical Modeling, Physics

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Sorting Algorithms, Complexity Analysis, and Optimization

    Skills you'll gain: Algorithms, Applied Mathematics, Data Structures, Theoretical Computer Science, Numerical Analysis, Computational Thinking, Mathematical Theory & Analysis, Performance Tuning, Logical Reasoning

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Interior Modeling and Visualization for SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), Animations, AutoCAD, Visualization (Computer Graphics), 3D Modeling, Software Visualization, 3D Assets, Design Software, Color Matching, Data Import/Export, Digital Design, Design, Editing, Package and Software Management, Software Installation

    Advanced · Course · 1 - 3 Months

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    Packt

    Advanced Oracle Monitoring and Tuning Techniques

    Skills you'll gain: Operational Databases, Data Maintenance, Database Architecture and Administration, Database Management Systems, Memory Management

    Advanced · Course · 1 - 3 Months

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    Packt

    Cisco Packet Tracer Labs – Build Secure Networks

    Skills you'll gain: Virtual Local Area Network (VLAN), Network Planning And Design, Network Troubleshooting, Internet Of Things, Network Architecture, Network Security, Network Engineering, Network Protocols, Virtual Private Networks (VPN), Network Administration, Computer Networking, Routing Protocols, System Configuration, Network Monitoring, Local Area Networks, Networking Hardware, Network Infrastructure, Network Routers, General Networking, Network Switches

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Orchestrating Data Pipelines and Advanced Data Strategies

    Skills you'll gain: Cloud Computing Architecture, Amazon Elastic Compute Cloud, Cloud Engineering, Interactive Data Visualization, Data Visualization Software, Cloud Storage, Data Import/Export, Dashboard Creation, Data Strategy, Data Integration, Real Time Data, Data Storage, Data Validation

    Intermediate · Course · 1 - 3 Months

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    Packt

    Generative AI-Powered Assistant for Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AWS SageMaker, Generative AI Agents, AI Integrations, Amazon Web Services, Infrastructure as Code (IaC), AI Security, AI Enablement, Generative AI, DevOps, IT Automation, AI Personalization, AWS CloudFormation, AI Workflows, Computer Programming, Computer Programming Tools, Artificial Intelligence, Autoencoders, Building Codes

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Mastering Adobe Photoshop 2024

    Skills you'll gain: AI powered creativity, Adobe Firefly, Adobe Photoshop, Marketing Collateral, Typography, Marketing Design, Photo Editing, Animations, Graphic Design, Brand Marketing, Branding, Creative Design, Graphic and Visual Design, Brand Awareness, Social Media, Social Media Content, Digital Design, Image Quality, Marketing Materials, Digital Advertising

    Beginner · Specialization · 1 - 3 Months

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

  • Skeletal Meshes and Animation: Packt
  • Advanced Python Techniques for Data Science & AI: Packt
  • ETL pipelines con Python: recopila datos de Spotify: Coursera
  • Teaching AI on the Edge: Arm
  • Introduction to Image Generation - Italiano: Google Cloud
  • Sorting Algorithms, Complexity Analysis, and Optimization: Packt
  • Advanced Interior Modeling and Visualization for SketchUp: Packt
  • Advanced Oracle Monitoring and Tuning Techniques: Packt
  • Cisco Packet Tracer Labs – Build Secure Networks: Packt
  • Orchestrating Data Pipelines and Advanced Data Strategies: 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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