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  • Machine Learning Andrew Ng

Machine Learning Andrew Ng Courses

Machine learning courses can help you learn algorithms, data preprocessing, model evaluation, and neural networks. You can build skills in regression analysis, classification techniques, and clustering methods. Many courses introduce tools like Python, TensorFlow, and Scikit-learn, showing how these technologies are used to implement machine learning solutions in real-world applications.

Popular Machine Learning Andrew Ng Courses and Certifications


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    Alberta Machine Intelligence Institute

    Generative AI for Audio and Images: Models and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Vision Transformer (ViT), AI powered creativity, Autoencoders, Convolutional Neural Networks, Model Training, Responsible AI, Computer Vision, Music, Digital Signal Processing, Data Processing

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Spatial Analysis, 3D Data & Machine Learning

    Skills you'll gain: Model Evaluation, Spatial Analysis, Spatial Data Analysis, Geostatistics, Geospatial Mapping, Model Training, Geospatial Information and Technology, Geographic Information Systems, Applied Machine Learning, Image Analysis, Feature Engineering, Machine Learning Methods, Deep Learning, Convolutional Neural Networks, Machine Learning, Data Processing, Fine-tuning, Data Analysis, Random Forest Algorithm

    Beginner · Course · 3 - 6 Months

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    IBM

    Hybrid Cloud: Networking, Storage and Data Management

    Skills you'll gain: Cloud Storage, Data Storage, Hybrid Cloud Computing, Data Storage Technologies, Cloud Security, Cloud Computing, Cloud Infrastructure, Performance Tuning, Business Continuity Planning, Multi-Cloud, Business Continuity, Computer Networking, Disaster Recovery, Cloud Platforms, Virtual Private Networks (VPN), Load Balancing, Database Management, IBM Cloud, Architectural Design, Planning

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Build and Deploy Chatbots and Recommender Systems

    Skills you'll gain: Model Deployment, Responsible AI, No-Code Development, Business Metrics, Data Ethics, AI Personalization, AI Integrations, Return On Investment, Customer experience improvement, Language Interpretation, Translation, and Studies, Performance Measurement, Key Performance Indicators (KPIs), Cross Platform Development, Continuous Improvement Process, Natural Language Processing, User Feedback, Systems Integration, System Design and Implementation, Machine Learning Algorithms, Unsupervised Learning

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Engineer & Explain AI Model Decisions

    Skills you'll gain: Feature Engineering, Responsible AI, Model Evaluation, Model Deployment, Technical Communication, Data Preprocessing, Data Transformation, Stakeholder Communications, Performance Analysis, Data Wrangling, Data Cleansing, Predictive Modeling, Machine Learning, Embeddings, Artificial Intelligence, Report Writing, Decision Support Systems, Scikit Learn (Machine Learning Library), Pandas (Python Package)

    Intermediate · Course · 1 - 4 Weeks

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    Scrimba

    Build Reusable React Components

    Skills you'll gain: React.js, Code Reusability, UI Components, Maintainability, Javascript, Software Design Patterns, Programming Principles, Context Management

    Advanced · Course · 1 - 4 Weeks

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    Packt

    The Complete Scrum Master Certification & Agile Scrum Course

    Skills you'll gain: Agile Product Development, Team Oriented, Accountability Frameworks, Meeting Facilitation, Continuous Improvement Process

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Practical Splunk for Beginners

    Skills you'll gain: Splunk, Dashboard Creation, Dashboard, Interactive Data Visualization, Ad Hoc Reporting, Event Monitoring, Security Information and Event Management (SIEM), Statistical Analysis, Software Installation, Analytics, Unstructured Data, Data Analysis, Data Manipulation, Query Languages

    Beginner · Course · 1 - 4 Weeks

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    University of the Arts London

    Fashion Values: Society

    Skills you'll gain: Social Justice, Design Thinking, Social Impact, Community Organizing, Sustainable Design, Diversity Awareness, Advocacy, Creative Thinking, Case Studies, Sustainable Development, Design, Systems Thinking, Ideation, Empathy, Corporate Sustainability, Sustainability Standards, Problem Solving, Research, Prototyping, Collaboration

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    Generative AI for Sustainability

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Process Modeling, Stakeholder Communications, Sustainable Business, Business Reporting, Corporate Sustainability, Stakeholder Engagement, Sustainability Standards, Climate Change Mitigation, Compliance Reporting, Stakeholder Management, Environmental Monitoring, Supplier Performance Management, Decision Intelligence, Responsible AI, AI Integrations, Forecasting, Predictive Modeling, Automation, Predictive Analytics

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Description Design for Interactive Learning Resources

    Skills you'll gain: Web Content Accessibility Guidelines, Education Software and Technology, Design Reviews, Interactive Design, User Interface (UI), Interaction Design, Usability, Software Design Patterns, Usability Testing, Technical Documentation, Design Strategies, Technical Writing, Simulations, Writing

    Beginner · Course · 1 - 3 Months

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    Packt

    Prompt Engineering For Everyone with ChatGPT and GPT-4

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, Data Ethics, AI powered creativity, AI literacy, AI Workflows, Decision Making, Data Security

    Intermediate · Course · 1 - 3 Months

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