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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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    Pearson

    Data Science Fundamentals Part 2: Unit 1

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Box Plots, Data Analysis, Data Visualization, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Seaborn, Statistical Analysis, Correlation Analysis, Statistical Methods

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Gen AI Sales Forecasting and Marketing Analysis

    Skills you'll gain: Responsible AI, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, AI Enablement, Governance, Artificial Intelligence, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, ChatGPT, Marketing Effectiveness, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Graphic Design Theory - Print Design

    Skills you'll gain: Layout Design, Image Quality

    Beginner · Course · 1 - 3 Months

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    Coursera

    SonarQube Mastery: Continuous Code Inspection & Security

    Skills you'll gain: SonarQube, Code Coverage, Vulnerability, CI/CD, Secure Coding, GitLab, Jenkins, Application Security, Vulnerability Scanning, Vulnerability Assessments, Software Quality Assurance, Maintainability, Software Technical Review, Kubernetes, GitHub, Software Installation, Security Management, Data Integration, Quality Improvement, Analysis

    Intermediate · Course · 1 - 4 Weeks

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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, Wide Area Networks, Network Routing, Network Monitoring, Command-Line Interface

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Unity Editor Scripting: Design & Customize Tools

    Skills you'll gain: Unity Engine, Integrated Development Environments, Event-Driven Programming, Software Development Tools, User Interface (UI), Graphical Tools, Scripting, Software Design, Package and Software Management, Object Oriented Design, C# (Programming Language), Version Control

    Mixed · Course · 1 - 3 Months

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    Packt

    Mastering VFX, Simulation & Finalizing Projects in UE5

    Skills you'll gain: Unreal Engine, Cinematography, Animations, Computer Graphics, 3D Assets, Virtual Environment, Video Production, Color Theory, Simulations

    Advanced · Course · 3 - 6 Months

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    Pearson

    Hadoop and Spark Fundamentals

    Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Data Lakes, Analytics, Data Processing, Data Import/Export, Data Integration, Linux Commands, File Systems, Text Mining, Data Transformation, Data Management, Distributed Computing, Command-Line Interface, Relational Databases, Java, C++ (Programming Language)

    Intermediate · Specialization · 1 - 4 Weeks

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    EDUCBA

    Blender Car Modeling & Rendering: Build & Export

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Data Import/Export

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Linux Shell Scripting - Advanced

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Scripting, Linux Commands, Unix Commands, Linux, Command-Line Interface, User Interface (UI), Graphical Tools, Debugging

    Advanced · Course · 1 - 3 Months

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    Coursera

    Product Reviews Text-based Search - OpenAI Text Embedding

    Skills you'll gain: OpenAI API, Embeddings, Dimensionality Reduction, OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Text Mining, Python Programming, Data Analysis, Data Manipulation

    Intermediate · Guided Project · Less Than 2 Hours

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    Skillshare

    Modern Frontend Web Development: HTML & CSS Foundations

    Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Web Design and Development, Front-End Web Development, Web Design, Maintainability, Web Development, Semantic Web, Web Content Accessibility Guidelines

    Beginner · Course · 1 - 4 Weeks

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

  • Data Science Fundamentals Part 2: Unit 1: Pearson
  • Gen AI Sales Forecasting and Marketing Analysis: Starweaver
  • Graphic Design Theory - Print Design: Skillshare
  • SonarQube Mastery: Continuous Code Inspection & Security: Coursera
  • Implementing MPLS VPNs: Cisco Learning and Certifications
  • Unity Editor Scripting: Design & Customize Tools: EDUCBA
  • Mastering VFX, Simulation & Finalizing Projects in UE5: Packt
  • Hadoop and Spark Fundamentals: Pearson
  • Blender Car Modeling & Rendering: Build & Export: EDUCBA
  • Linux Shell Scripting - Advanced: 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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