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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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    Birla Institute of Technology & Science, Pilani

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Master SAS Macros for Dynamic and Automated Programming

    Skills you'll gain: SAS (Software), Debugging, Computational Logic, Automation, Data Processing, Code Reusability, Maintainability

    Beginner · Course · 1 - 4 Weeks

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    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Model Optimization, Software Development Methodologies, Usability, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors

    Earn a degree

    Degree · 1 - 4 Years

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    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Indonesian

    Skills you'll gain: AI Security, Responsible AI, Federated Learning, Generative AI, Google Cloud Platform, Information Privacy, Personally Identifiable Information, Cloud Security, Data Security, Model Training, Data Loss Prevention, Encryption, Identity and Access Management

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Apply Bash and AWK for Practical Data Analytics

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Data Wrangling, Data Analysis, Data Cleansing, Unix Commands, Data Transformation, Data Preprocessing, Data Processing, Command-Line Interface, Data Quality, Scripting, Exploratory Data Analysis, Data Manipulation, Linux Commands, Scripting Languages, Query Languages, Advanced Analytics

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Model Data in Weaviate

    Skills you'll gain: Quantitative Research, Model Optimization, Prompt Engineering, Retrieval-Augmented Generation, LangChain, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    3D Modeling for Inventory & Asset Creation in Blender

    Skills you'll gain: 3D Assets, 3D Modeling, Unity Engine, Video Game Development, Animation and Game Design, Computer Graphic Techniques, Model Optimization, Graphics Software, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Develop a Swipe-Match iOS App Using Swift

    Skills you'll gain: iOS Development, User Interface (UI) Design, Interactive Design, Usability, Software Design, Application Development, Application Design, Software Architecture, Frontend Performance, Maintainability

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Implement Password-Less Infrastructure with Puppet

    Skills you'll gain: Linux Administration, Linux Servers, User Provisioning, IT Automation, Code Reusability, Key Management, File Management

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Securing Cloud Operations

    Skills you'll gain: Cloud Security, Cloud Services, Cloud Standards, Cloud Technologies, Cloud Computing Architecture, Cloud Computing, Infrastructure Security, Cloud Infrastructure, Cloud Platforms, AWS Identity and Access Management (IAM), Incident Response, Hardening, Public Cloud, Infrastructure As A Service (IaaS), Cloud-Native Computing, ISO/IEC 27001, Virtual Machines, Identity and Access Management, Cloud Applications, Platform As A Service (PaaS)

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI: Privacy & Safety - Português

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Generative AI, Federated Learning, Cloud Security, Data Ethics, Google Cloud Platform, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Security Controls, Data Loss Prevention, Safety and Security, Encryption

    Intermediate · Course · 1 - 3 Months

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    Packt

    Salesforce Anti-Patterns

    Skills you'll gain: Salesforce Development, Salesforce, Middleware, CI/CD, Software Architecture, Solution Architecture, Continuous Deployment, Systems Architecture, Continuous Integration, Code Review, Force.com, Relational Databases, DevOps, API Design, Software Design, Software Design Patterns, Database Design, Security Architecture Review, System Design and Implementation, Scalability

    Beginner · Course · 1 - 3 Months

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

  • Natural Language Processing: Birla Institute of Technology & Science, Pilani
  • Master SAS Macros for Dynamic and Automated Programming: EDUCBA
  • Master of Science in Computer Science: Clemson University
  • Responsible AI for Developers: Privacy & Safety - Indonesian: Google Cloud
  • Apply Bash and AWK for Practical Data Analytics: EDUCBA
  • Model Data in Weaviate: Coursera
  • 3D Modeling for Inventory & Asset Creation in Blender: Packt
  • Develop a Swipe-Match iOS App Using Swift: EDUCBA
  • Implement Password-Less Infrastructure with Puppet: EDUCBA
  • Securing Cloud Operations: Starweaver

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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