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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


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

    Coursera

    Collaborate and Version Control Your AI Apps

    Skills you'll gain: User Story, Agile Methodology, Version Control, Persona (User Experience), Kanban Principles

    Intermediate · Course · 1 - 4 Weeks

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

    Packt

    Persistent Data, Monitoring & Cost Optimization in AKS

    Skills you'll gain: Role-Based Access Control (RBAC), Cloud Management, Application Lifecycle Management, Capacity Management, Application Performance Management, Virtual Networking, API Gateway, Scalability, Large Language Modeling

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Deutsch

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, MLOps (Machine Learning Operations), Model Evaluation, Data Quality

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Transformer Models and BERT Model - Deutsch

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Transfer Learning, Embeddings, Model Evaluation

    Advanced · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    MBA Business Analytics

    Skills you'll gain: Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Sampling (Statistics), Environmental Social And Corporate Governance (ESG), Project Estimation, Business Analytics, Financial Statement Analysis, Global Marketing, Financial Accounting, Predictive Analytics, Human Resources Management and Planning, Internet Of Things, Big Data, Regression Analysis, Operations Research

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of North Texas

    Bachelor of Science in General Business

    Skills you'll gain: Operations Management, Model Evaluation, Arbitration, Leadership Studies, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Cultural Diversity, Digital Media Strategy, Music History, Social Justice, Nutrition and Diet

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Maestría en Ingeniería de Software

    Skills you'll gain: Supervised Learning, User Story, Unsupervised Learning, Data Presentation, Project Closure, LLM Application, Process Analysis, Cloud-Native Computing, Software Testing, Angular, Technology Strategies, Organizational Strategy, Classification Algorithms, Dashboard, Site Reliability Engineering, Game Design, Design Thinking, API Design, Software Architecture, Project Risk Management

    Earn a degree

    Degree · 1 - 4 Years

  • D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Digital Signal Processing, Probability & Statistics, Generative AI, Machine Learning, Deep Learning, Image Analysis, Convolutional Neural Networks, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Student Services, Electrical Engineering

    Earn a degree

    Degree · 1 - 4 Years

  • C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Data Cleansing, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Data Visualization, Matplotlib, Exploratory Data Analysis, Supervised Learning, Model Evaluation, Dimensionality Reduction, Data Science, Descriptive Analytics, Plot (Graphics), Predictive Modeling, Data Analysis, Visualization (Computer Graphics), Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Machine Learning Algorithms, Data Visualization Software

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Data Presentation, Systems Thinking, Unsupervised Learning, Risk Analysis, Deep Learning, Computer Vision, Reinforcement Learning, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Marketing Analytics, Cash Flows, Descriptive Analytics, Transfer Learning, Simulations, Operations Research

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, Unsupervised Learning, Data Presentation, LLM Application, Cloud-Native Computing, Computer Vision, Reinforcement Learning, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Project Risk Management, Artificial Intelligence, Recurrent Neural Networks (RNNs), Marketing Analytics, Data Ethics, Cash Flows, Model Deployment

    Earn a degree

    Degree · 1 - 4 Years

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

  • Collaborate and Version Control Your AI Apps: Coursera
  • Persistent Data, Monitoring & Cost Optimization in AKS: Packt
  • Responsible AI for Developers: Fairness & Bias - Deutsch: Google Cloud
  • Transformer Models and BERT Model - Deutsch: Google Cloud
  • MBA Business Analytics: O.P. Jindal Global University
  • Bachelor of Science in General Business: University of North Texas
  • Maestría en Ingeniería de Software: Universidad de los Andes
  • Master of Engineering in Computer Engineering: Dartmouth College
  • Master of Science in Computer Science: Clemson University
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile

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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