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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


  • G

    Google Cloud

    Innover avec l'intelligence artificielle de Google Cloud

    Skills you'll gain: Responsible AI, Google Cloud Platform, Agentic Workflows, Data Quality, Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Cloud Solutions, Artificial Intelligence, Applied Machine Learning, Machine Learning Methods, Data Governance, Cloud Infrastructure, Technology Strategies, Cost Benefit Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    AI Product Manager Explorer

    Skills you'll gain: Feature Engineering, AI Product Strategy, Generative AI Agents, LangGraph, BeeAI, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Preprocessing, Supervised Learning, ChatGPT, Agentic Workflows, Applied Machine Learning, Product Management, Artificial Intelligence, OpenAI, Python Programming, Model Evaluation, Agentic systems

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Transform Audio: Extract Features & Augment Models

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Model Training, Machine Learning Methods, Digital Signal Processing, Model Deployment, Data Transformation, Data Pipelines, Data Manipulation, Data Processing, Data Wrangling

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    J

    John Wiley & Sons

    AI for Good: Solutions for Sustainability, Health, and Aid

    Skills you'll gain: Environmental Monitoring, Responsible AI, Social Impact, Applied Machine Learning, Spatial Data Analysis, Data Ethics, Geospatial Information and Technology, Machine Learning, Sustainable Development, Artificial Intelligence, AI literacy, Model Training, Natural Language Processing, Spatial Analysis, Medical Imaging, Health Technology, Deep Learning, Generative AI, Data-Driven Decision-Making, Healthcare Industry Knowledge

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Launching Your Vector Database Career

    Skills you'll gain: Vector Databases, Technical Communication, Technical Writing, Retrieval-Augmented Generation, Applied Machine Learning, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Predict Visitor Purchases with a Classification Model in BQML

    Skills you'll gain: Model Evaluation, Customer Analysis, Model Training, Logistic Regression, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, E-Commerce, Big Data, Data Access, Applied Machine Learning, Data Analysis, Classification Algorithms

    Intermediate · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    O

    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Applied Machine Learning, Classification Algorithms, Analytics, Analytical Skills, Data-Driven Decision-Making, Predictive Modeling, Spreadsheet Software, Team Building, Model Evaluation, Model Optimization, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Career Development for Multimodal Intelligence

    Skills you'll gain: Multimodal Prompts, Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), Generative AI, AI Integrations, Large Language Modeling, Model Deployment, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Retrieval-Augmented Generation, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Natural Language Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud の AI を活用したイノベーション

    Skills you'll gain: Responsible AI, Agentic Workflows, AI Enablement, Google Cloud Platform, Generative AI, Generative AI Agents, Business Transformation, Digital Transformation, Applied Machine Learning, Data Quality, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Orchestration, Artificial Intelligence, Data Ethics, Cloud Solutions, Cloud Infrastructure, Machine Learning, Data Governance

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes

    Skills you'll gain: Google Cloud Platform, Model Deployment, Tensorflow, Kubernetes, Scalability, Cloud Deployment, Image Analysis, Applied Machine Learning, Model Training, Cloud Computing, MLOps (Machine Learning Operations), Cloud Management, Cloud Storage, Data Management

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Cloud Integration and Advanced Analytics for Industrial IoT

    Skills you'll gain: AWS SageMaker, Model Deployment, Internet Of Things, Cloud Deployment, Cloud-Based Integration, Amazon Web Services, Microsoft Azure, Machine Learning Software, Applied Machine Learning, Advanced Analytics, Predictive Analytics, Data Pipelines, Dataflow, Anomaly Detection, Cloud Technologies, Cloud Infrastructure, Analytics, Data Flow Diagrams (DFDs), Cloud Security, Python Programming

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Configuring MongoDB Atlas with BigQuery Dataflow Templates

    Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Cloud-Based Integration, Data Integration, Data Migration, Data Analysis

    Intermediate · Project · Less Than 2 Hours

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

  • Innover avec l'intelligence artificielle de Google Cloud: Google Cloud
  • AI Product Manager Explorer: Packt
  • Transform Audio: Extract Features & Augment Models: Coursera
  • AI for Good: Solutions for Sustainability, Health, and Aid: John Wiley & Sons
  • Launching Your Vector Database Career: Coursera
  • Predict Visitor Purchases with a Classification Model in BQML: Google Cloud
  • Prescriptive Analytics: O.P. Jindal Global University
  • Career Development for Multimodal Intelligence: Coursera
  • Google Cloud の AI を活用したイノベーション: Google Cloud
  • Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes: 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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