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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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    Alex Genadinik

    Increase Your Creativity In Any Field! Become More Creative

    Skills you'll gain: Ingenuity, Growth Mindedness, Lifelong Learning, Problem Solving

    Mixed · Course · 1 - 3 Months

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    Coursera

    Govern Your GenAI Data Safely

    Skills you'll gain: Data Governance, Role-Based Access Control (RBAC), Risking, Governance, Data Management, Generative AI, AI Security, Data Quality, Data Access, Identity and Access Management, Benchmarking, Data Security, Compliance Management, Accountability, Quality Assurance and Control

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Content Creation and Copywriting

    Skills you'll gain: Infographics, Storyboarding, Canva (Software), Prompt Engineering, Copywriting, Generative AI, Content Creation, Marketing Strategies, Blogs, Marketing Psychology, Collaborative Software, AI Enablement, ChatGPT, Online Advertising, MarTech, Graphic Design, Brand Awareness, Artificial Intelligence, Search Engine Optimization, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    772 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    GenAI Prompting, Evaluation, and Governance

    Skills you'll gain: Responsible AI, AI Security, Prompt Engineering, Generative AI, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, System Monitoring, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Multiple educators

    IBM and ISC2 Cybersecurity Specialist

    Skills you'll gain: Incident Response, Digital Forensics, Network Security, Computer Security Incident Management, Cloud Computing Architecture, Penetration Testing, Cloud Services, Business Continuity, Cloud Deployment, Disaster Recovery, Security Controls, Generative AI, Configuration Management, Governance, Cybersecurity, Data Storage, Peripheral Devices, Application Security, Information Technology, Cryptography

    4.7
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    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    Create a Superhero Name Generator with TensorFlow

    Skills you'll gain: Tensorflow, Natural Language Processing, Python Programming, Machine Learning Methods, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Machine Learning, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    Preparing for Google Cloud Certification: Cloud Security Engineer

    Skills you'll gain: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, System Monitoring, Prompt Engineering, Network Monitoring, Containerization, Cloud Computing Architecture, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Security, Network Routing, Cloud Security, Virtual Private Networks (VPN)

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    50K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    IBM

    IBM IT Project Manager

    Skills you'll gain: Software Development Life Cycle, Stakeholder Engagement, Software Architecture, Agile Software Development, Scrum (Software Development), Project Management Life Cycle, Resource Management, Peer Review, Earned Value Management, Stakeholder Management, Agile Methodology, Project Risk Management, Team Motivation, Project Management, Information Technology, Risk Management, Interviewing Skills, Agile Project Management, Leadership, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    10K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    IBM

    Generative AI and LLMs: Architecture and Data Preparation

    Skills you'll gain: Large Language Modeling, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Hugging Face, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Text Mining, Data Preprocessing, Artificial Intelligence, Recurrent Neural Networks (RNNs)

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    Rating, 4.7 out of 5 stars
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    393 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI

    Skills you'll gain: Apple iOS, iOS Development, Apple Xcode, Application Deployment, Swift Programming, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Knowledge of Apple Software, Image Analysis, Real Time Data, Mobile Development, Model Deployment, User Interface and User Experience (UI/UX) Design, Computer Vision, Natural Language Processing, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    ChatGPT and DALL-E: Sell Your Creative Thinking with AI

    Skills you'll gain: Intellectual Property, Advertising Campaigns, Legal Risk, Financial Acumen, Cost Benefit Analysis, Deep Learning

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Behavioural Base Safety

    Skills you'll gain: Safety Culture, Behavior Management, Accident Prevention, Occupational Safety and Health Administration (OSHA), Safety Training, Safety Assurance, Applied Behavior Analysis, Proactivity, Coaching, Constructive Feedback, Recognizing Others, Initiative and Leadership, Case Studies

    Intermediate · Course · 1 - 4 Weeks

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

  • Increase Your Creativity In Any Field! Become More Creative: Alex Genadinik
  • Govern Your GenAI Data Safely: Coursera
  • Content Creation and Copywriting: Coursera
  • GenAI Prompting, Evaluation, and Governance: Coursera
  • IBM and ISC2 Cybersecurity Specialist: IBM
  • Create a Superhero Name Generator with TensorFlow: Coursera
  • Preparing for Google Cloud Certification: Cloud Security Engineer: Google Cloud
  • IBM IT Project Manager: IBM
  • Generative AI and LLMs: Architecture and Data Preparation: IBM
  • Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI: EDUCBA

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)

Other topics to explore

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425 courses
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