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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


  • S

    Simplilearn

    Gen AI Using Hugging Face Training

    Skills you'll gain: Hugging Face, Natural Language Processing, Large Language Modeling, Generative AI, Text Mining, Prompt Engineering, AI Workflows, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    تصميم نظام تكنولوجيا المعلومات على Azure:إنشاء بنية تحتية

    Skills you'll gain: Cloud Hosting, Cloud Infrastructure, Cloud Services, Microsoft Azure, IT Infrastructure, Cloud Computing, Virtual Machines, Virtual Networking, Virtualization, Network Security

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Time Series Forecasting with Facebook Prophet in Python

    Skills you'll gain: Forecasting, Data Preprocessing, Predictive Modeling, Model Evaluation, Data Manipulation, Anomaly Detection, Exploratory Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Apoyos y ajustes razonables: inclusión en media y superior

    Skills you'll gain: Disabilities, Student Support and Services, Special Education, Education and Training, Higher Education, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Awareness, Academic Advising, Student Engagement, Pedagogy, Learning Styles, Curriculum Development

    Beginner · Course · 1 - 3 Months

  • B

    Banco Interamericano de Desarrollo

    Perspectives in Digital Transformation: Manufacturing

    Skills you'll gain: Digital Transformation, Manufacturing Operations, Business Transformation, Sustainable Business, Sustainability Standards, Operational Efficiency, Business Technologies, Technology Roadmaps, Needs Assessment, Technology Solutions, Market Opportunities

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Intro to AWS - Your First Steps in Cloud Computing

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Web Services, Amazon Elastic Compute Cloud, Databases, Infrastructure as Code (IaC), Amazon S3, Amazon DynamoDB, Cloud Infrastructure, CI/CD, Public Cloud, Cloud Computing, Containerization, Serverless Computing, Cloud Storage, Scalability

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Building AI Agents for Complex Tasks

    Skills you'll gain: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Blender Lighting & Compositing for Beginners

    Skills you'll gain: Cinematography, Computer Graphics, 3D Modeling, Visualization (Computer Graphics), Photography, Image Quality

    Beginner · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Optimizing Foundation Models

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Amazon Web Services, Agentic systems, Performance Tuning, Transfer Learning, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI for Customer Service Automation

    Skills you'll gain: Miro AI, Customer Engagement, Responsible AI, AI Product Strategy, No-Code Development, Customer experience improvement, Email Automation, Customer Service, Customer Analysis, Automation, Generative AI, Customer Data Management, Customer Communications Management, Customer Relationship Management (CRM) Software, Customer Support, Workflow Management, Artificial Intelligence, Customer and Client Support, Agentic systems, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Data Modeling, Feature Engineering, Data Preprocessing, Data Management, Data Storage, Data Quality

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Master Performance Optimization and Utilities in Teradata

    Skills you'll gain: Teradata SQL, Stored Procedure, Performance Tuning, Database Management, Extract, Transform, Load, Solution Design, Data Import/Export, Database Design, System Implementation, Data Manipulation, Data Processing, Emerging Technologies

    Intermediate · Course · 1 - 4 Weeks

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

  • Gen AI Using Hugging Face Training: Simplilearn
  • تصميم نظام تكنولوجيا المعلومات على Azure:إنشاء بنية تحتية: Coursera
  • Time Series Forecasting with Facebook Prophet in Python: Packt
  • Apoyos y ajustes razonables: inclusión en media y superior: Universidad Nacional Autónoma de México
  • Perspectives in Digital Transformation: Manufacturing: Banco Interamericano de Desarrollo
  • Intro to AWS - Your First Steps in Cloud Computing: Packt
  • Building AI Agents for Complex Tasks: Coursera
  • Blender Lighting & Compositing for Beginners : Packt
  • Optimizing Foundation Models: Amazon Web Services
  • Generative AI for Customer Service Automation : Edureka

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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