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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


  • U

    University of Michigan

    Inferential Statistical Analysis with Python

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Probability & Statistics, Data-Driven Decision-Making, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Analysis, Statistical Programming, Python Programming

    4.6 stars, 937 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (937) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Command Line Interfaces and Scripting

    Skills you'll gain: Bash (Scripting Language), Linux, Linux Commands, Shell Script, Unix Shell, Command-Line Interface, Linux Administration, Unix, Unix Commands, File Systems, Operating Systems, Scripting, File Management, System Software, Systems Administration, System Programming, Scripting Languages, grep, OS Process Management, Data Storage

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Forensic Accounting: Detect, Investigate & Prevent Fraud

    Skills you'll gain: Investigation, Fraud detection, Specialized Accounting, Auditing, Litigation Support, Financial Auditing, Financial Accounting, Digital Forensics, Accounting, Legal Support, Report Writing, Employee Training, Internal Controls, Risk Analysis, Compliance Training, Case Studies, Business

    4.8 stars, 24 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (24) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    SQL for Data Extraction and Analysis

    Skills you'll gain: SQL, Data Warehousing, Ad Hoc Analysis, Business Intelligence, Databases, Data Maintenance, Database Management, Data Analysis, Relational Databases, Ad Hoc Reporting, Business Analytics, Star Schema, Query Languages, Operational Databases, Data Quality, Data Access, Data Manipulation, Business Logic, Business Metrics

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    AI, Copilot, and Enterprise Implementation in Power Platform

    Skills you'll gain: Power Platform Architecture & Technical Design, Microsoft Power Platform, Application Lifecycle Management, Microsoft Copilot, AI Enablement, Solution Architecture, AI Product Strategy, AI Integrations, Enterprise Application Management, Release Management, Azure DevOps, Solution Delivery, Development Environment, Enterprise Architecture, System Implementation, Decision Intelligence, Azure DevOps Pipelines, AI Workflows, Automation, Data Modeling

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    PyTorch Ultimate 2024 - From Basics to Cutting-Edge

    Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Model Training, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Fine-tuning, Artificial Neural Networks, Machine Learning, Computer Vision, Generative Model Architectures, Graph Theory, Machine Learning Algorithms

    4.5 stars, 99 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (99) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Culture-Driven Team Building

    Skills you'll gain: Diversity Programs, Team Building, Diversity Training, Diversity and Inclusion, Diversity Awareness, Team Management, Employee Coaching, Smart Goals, Diversity Equity and Inclusion Initiatives, Goal Setting, Intercultural Competence, Cultural Diversity, Team Leadership, Team Performance Management, Systems Thinking, Presentations, Cognitive flexibility, Case Studies, Collaboration, Culture

    4.7 stars, 1.3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Claude, Claude Projects and Claude Code for Non-Coders

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Claude Code, Prompt Patterns, Context Engineering, AI literacy, Google Workspace, AI Enablement, AI Personalization, Office Administration, Vibe coding, Productivity Software, Workflow Management, Agentic Workflows, Administrative Support and Clerical Tasks, Business Workflow Analysis, OpenAI, AI Workflows, Generative AI Agents, Automation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • M

    Microsoft

    Preparing Data for Analytics in Microsoft Fabric

    Skills you'll gain: Data Modeling, Power BI, Data Lakes, Star Schema, Microsoft Power Platform, Database Design, Data Warehousing, Data Transformation, Extract, Transform, Load, Business Reporting, Microsoft Azure, Data Validation, Analytics, Data Quality, Data Architecture, Generative AI, SQL, Verification And Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Washington

    Designing Autonomous AI

    Skills you'll gain: AI Orchestration, Agentic Workflows, Organizational Skills, Process Design, Artificial Intelligence, Agentic systems, Functional Design, Goal Setting, Verification And Validation, Reinforcement Learning, Knowledge Transfer, Software Architecture, Machine Learning Methods, Interviewing Skills, Software Design Patterns, Decision Making

    4.8 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (13) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    MedCerts

    Professionalism in Allied Health

    Skills you'll gain: Resilience, Emotional Intelligence, Professionalism, Diversity Awareness, Patient-centered Care, Composure, Empathy & Emotional Intelligence, Relationship Building, Patient Communication, Empathy, Self-Awareness, Healthcare Ethics, Trustworthiness, Intercultural Competence, Teamwork, Ethical Standards And Conduct, Cleanliness, Accountability, Time Management

    4.8 stars, 988 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (988) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Структурирование проектов по машинному обучению

    Skills you'll gain: Transfer Learning, Debugging, Deep Learning, Applied Machine Learning, AI Enablement, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Machine Learning Methods, Machine Learning, Model Evaluation, Estimation

    Beginner · Course · 1 - 4 Weeks

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

  • Inferential Statistical Analysis with Python: University of Michigan
  • Command Line Interfaces and Scripting: Birla Institute of Technology & Science, Pilani
  • Forensic Accounting: Detect, Investigate & Prevent Fraud: EDUCBA
  • SQL for Data Extraction and Analysis: Coursera
  • AI, Copilot, and Enterprise Implementation in Power Platform: Packt
  • PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
  • Culture-Driven Team Building: University of Pennsylvania
  • Claude, Claude Projects and Claude Code for Non-Coders: Packt
  • Preparing Data for Analytics in Microsoft Fabric: Microsoft
  • Designing Autonomous AI: University of Washington

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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