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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • Status: New
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    Coursera

    Manage Leads with HubSpot

    Skills you'll gain: HubSpot CRM, Customer Relationship Management (CRM) Software, Lead Generation, Customer Relationship Management, Sales Management, Sales Pipelines, Sales Development, Customer Data Management, Marketing Automation, Return On Investment, Salesforce, Data Management, Data Entry, Data Strategy, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, AWS Identity and Access Management (IAM), Amazon Web Services, Model Deployment, Image Analysis, Amazon Elastic Compute Cloud, Amazon S3, Machine Learning Algorithms, Data Preprocessing, Convolutional Neural Networks, Computer Vision, Deep Learning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    94 reviews

    Advanced · Guided Project · Less Than 2 Hours

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    Packt

    Cloud-Native – Microservices, Kubernetes & CI/CD

    Skills you'll gain: Infrastructure as Code (IaC), Istio, Terraform, Kubernetes, Cloud-Native Computing, Serverless Computing, Microservices, DevOps, Amazon Web Services, API Gateway, Scalability, CI/CD, Application Deployment, Cloud Deployment, Restful API, Containerization, Amazon DynamoDB, Prometheus (Software), Cloud Applications, Redis

    Intermediate · Specialization · 3 - 6 Months

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    O.P. Jindal Global University

    Cognitive Psychology

    Skills you'll gain: Psychology, Research Methodologies, Scientific Methods, Decision Making, Research Design, Research, Critical Thinking, Human Learning, Language Disorders, Problem Solving, Mental Concentration, Cognitive flexibility, Learning Strategies, Multitasking, Experimentation, Case Studies, Informed Consent

    Beginner · Course · 3 - 6 Months

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    Packt

    Building AI Intensive Python Applications

    Skills you'll gain: Large Language Modeling, Vector Databases, Embeddings, Generative AI, LLM Application, Retrieval-Augmented Generation, OpenAI API, Natural Language Processing, AI Security, Application Design, Prompt Engineering, Python Programming, Model Evaluation, Semantic Web, Artificial Intelligence, Data Management, MongoDB

    Intermediate · Course · 1 - 3 Months

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    Alex Genadinik

    Logic In Philosophy: Logical Fallacies And Common Mistakes

    Skills you'll gain: Deductive Reasoning, Logical Reasoning, Case Studies, Ethical Standards And Conduct, Psychology

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Master Web & Mobile Design – Figma & UI/UX Basics

    Skills you'll gain: Figma (Design Software), Responsive Web Design, Prototyping, User Interface and User Experience (UI/UX) Design, Layout Design, Animations, Wireframing, Mobile Development, Typography, User Experience Design, Web Design, UI Components, Color Theory

    Beginner · Course · 3 - 6 Months

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    EDUCBA

    Analyze and Predict Prices Using Regression Techniques

    Skills you'll gain: Model Evaluation, Predictive Analytics, Feature Engineering, Regression Analysis, Data Analysis, Data Preprocessing, Data Manipulation, Data Cleansing, Data Wrangling, Forecasting, Data Validation, Workflow Management, Statistical Modeling, Data Transformation, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Exam Prep (NCA-GENL): NVIDIA-Certified Generative AI LLMs

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Data Visualization, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Embeddings

    4.5
    Rating, 4.5 out of 5 stars
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    46 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Google Cloud

    使用 Cloud Run 部署及擴充 AI 模型

    Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Generative AI, Serverless Computing, Application Deployment, AI Enablement, MLOps (Machine Learning Operations), Artificial Intelligence, Machine Learning Methods, Scalability, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Python Functions, Files, and Dictionaries

    Skills you'll gain: File I/O, Data Import/Export, Python Programming, Functional Design, Programming Principles, Data Structures, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    5.4K reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Unity Game Creation Bootcamp - Unity 6 Compatible

    Skills you'll gain: 3D Assets, Unity Engine, Video Game Development, Game Design, Animation and Game Design, Virtual Environment, Augmented and Virtual Reality (AR/VR), Post-Production, Animations, User Interface (UI), Application Deployment, Computer Graphics, Software Installation, Release Management, Artificial Intelligence, UI/UX Strategy, Scripting, Music, Programming Principles, C (Programming Language)

    Intermediate · Specialization · 1 - 3 Months

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

  • Manage Leads with HubSpot: Coursera
  • Semantic Segmentation with Amazon Sagemaker: Coursera
  • Cloud-Native – Microservices, Kubernetes & CI/CD: Packt
  • Cognitive Psychology: O.P. Jindal Global University
  • Building AI Intensive Python Applications: Packt
  • Logic In Philosophy: Logical Fallacies And Common Mistakes: Alex Genadinik
  • Master Web & Mobile Design – Figma & UI/UX Basics: Packt
  • Analyze and Predict Prices Using Regression Techniques: EDUCBA
  • Exam Prep (NCA-GENL): NVIDIA-Certified Generative AI LLMs: Whizlabs
  • 使用 Cloud Run 部署及擴充 AI 模型: Google Cloud

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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