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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


  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 2

    Skills you'll gain: Model Deployment, Model Optimization, Model Training, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), AI Workflows, System Monitoring, Machine Learning Methods, Real Time Data, Continuous Monitoring, Applied Machine Learning, Data Preprocessing, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Introducción al Aprendizaje Profundo

    Skills you'll gain: Supervised Learning, Deep Learning, Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Model Optimization, Logistic Regression, Classification Algorithms, Model Training, Regression Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    Big Data Analytics

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, Apache Hive, NoSQL, Database Systems, Data Mining, Cloud Applications, Cloud Solutions, Real Time Data, Cloud Computing, Data Processing, Query Languages, Distributed Computing, Applied Machine Learning, Scripting Languages, Data Manipulation

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Understand RAG Basics

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Data Flow Diagrams (DFDs), Prompt Engineering, AI Integrations, Generative AI, Embeddings, Diagram Design, Large Language Modeling, Vector Databases, Data Pipelines, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence - Español

    Skills you'll gain: Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Digital Transformation, Artificial Intelligence, Business Transformation, Cloud Solutions, Responsible AI, Business Intelligence, AI literacy, Data Ethics, Data Quality, Machine Learning, Natural Language Processing, Model Deployment, Applied Machine Learning, Cloud API, Data Analysis, Application Programming Interface (API)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master AI Skills: Analyze, Build & Deploy Systems

    Skills you'll gain: Computer Vision, Artificial Intelligence, Image Analysis, Natural Language Processing, Generative AI, AI powered creativity, AI literacy, Large Language Modeling, Model Deployment, Amazon Bedrock, AI Workflows, AI Integrations, AI Security, Robotics, Application Deployment, Data Processing, Applied Machine Learning, Reinforcement Learning, Scalability

    Beginner · Course · 1 - 3 Months

  • C

    CertNexus

    Analyze Data

    Skills you'll gain: Data Analysis, Data Preprocessing, Data Visualization, Statistical Analysis, Exploratory Data Analysis, Statistical Visualization, Statistical Methods, Analytical Skills, Data Processing, Data Wrangling, Data Transformation, Descriptive Statistics, Data Cleansing, Histogram, Data Manipulation, Scatter Plots, Applied Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Pragmatic AI Labs

    Next-Gen AI Development with Hugging Face

    Skills you'll gain: Prompt Engineering, Hugging Face, Fine-tuning, Model Deployment, MLOps (Machine Learning Operations), CI/CD, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Transfer Learning, Agentic Workflows, Data Preprocessing, Generative AI Agents, Model Training, Large Language Modeling, Image Analysis, Rust (Programming Language), Model Optimization, AI Orchestration

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Landing.AI for Beginners: Build Data Visualization AI Models

    Skills you'll gain: Model Deployment, Prompt Engineering, Generative AI, Multimodal Prompts, Cloud Deployment, Image Analysis, Application Deployment, Model Training, Computer Vision, Applied Machine Learning, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Modern Natural Language Processing

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Artificial Neural Networks, Encryption, Python Programming, Cryptography, Fine-tuning, Machine Learning Methods, Text Mining, Classification Algorithms, Applied Machine Learning, Probability Distribution, Machine Learning Algorithms, Model Training

    Intermediate · Specialization · 3 - 6 Months

  • R

    Real Madrid Graduate School Universidad Europea

    Future of data and technology in football

    Skills you'll gain: LLM Application, Applied Machine Learning, Computer Vision, Analytics, Real Time Data, Reinforcement Learning, Machine Learning Methods, Large Language Modeling, Data-Driven Decision-Making, Machine Learning, Artificial Intelligence, Data Integration, Analysis, Automation, Supervised Learning, Natural Language Processing, Data Presentation, Innovation

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud でデータレイクとデータ ウェアハウスを構築する

    Skills you'll gain: Data Lakes, Cloud Engineering, Google Cloud Platform, Data Warehousing, Data Governance, Data Infrastructure, Data Management, Metadata Management, Advanced Analytics, Data Architecture, Cloud Storage, Data Pipelines, Data Storage, Analytics, Big Data, Applied Machine Learning, Data Security

    4.3
    Rating, 4.3 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 3 Months

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

  • H2O Gen AI Ecosystem Overview - Level 2: H2O.ai
  • Introducción al Aprendizaje Profundo: Universidad Austral
  • Big Data Analytics: O.P. Jindal Global University
  • Understand RAG Basics: Coursera
  • Innovating with Google Cloud Artificial Intelligence - Español: Google Cloud
  • Master AI Skills: Analyze, Build & Deploy Systems: EDUCBA
  • Analyze Data: CertNexus
  • Next-Gen AI Development with Hugging Face: Pragmatic AI Labs
  • Landing.AI for Beginners: Build Data Visualization AI Models: Coursera
  • Modern Natural Language Processing: Packt

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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