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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


  • P

    Packt

    Python for Finance: Investment Fundamentals & Data Analytics

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Modeling, Financial Data, Risk Analysis, Investment Management, Return On Investment, Time Series Analysis and Forecasting, Financial Modeling, Investments, Object Oriented Programming (OOP), Statistical Analysis, General Finance, Correlation Analysis, Simulations, Regression Analysis, Financial Forecasting, Simulation and Simulation Software, Jupyter, Python Programming

    ★ 4.5 (12) · Intermediate · Course · 3 - 6 Months

  • S

    Snowflake

    Advanced Data Engineering with Snowflake

    Skills you'll gain: Data Engineering, Database Management, Databases, Data Pipelines, Continuous Deployment, Devops Tools, Change Control, DevOps, CI/CD, Command-Line Interface, Version Control, Event Monitoring, Continuous Monitoring, Data Analysis

    ★ 4.5 (29) · Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Getting started with Azure IOT Hub

    Skills you'll gain: Microsoft Azure, Data Visualization, Microsoft Excel, Interactive Data Visualization, Internet Of Things, Cloud Storage, Data Storage Technologies, Data Import/Export, Data Pipelines

    ★ 4.6 (88) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Python for Data Science (and Version Control with GitHub)

    Skills you'll gain: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Statistical Methods, GitHub, Data Manipulation, Statistical Hypothesis Testing, Version Control, Statistical Analysis, Data Science, Data Visualization Software, Python Programming, NumPy, Statistics, Data Analysis, Git (Version Control System), Collaborative Software, AI Workflows, Data Transformation

    ★ 3.7 (9) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Apps de IA generativa: transforma tu trabajo

    Skills you'll gain: Google Gemini, Gemini, Google Workspace, Generative AI, Google Cloud Platform, AI Security, Workflow Management, Prompt Engineering, AI Integrations, Large Language Modeling, Enterprise Security, Research Reports

    ★ 5 (122) · Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Fast Prototyping of GenAI Apps with Streamlit

    Skills you'll gain: Application Deployment, Cloud Deployment, Generative AI, Prompt Engineering, Generative AI Agents, No-Code Development, Prototyping, Retrieval-Augmented Generation, AI Integrations, Application Development, User Interface (UI)

    ★ 3.9 (10) · Intermediate · Course · 1 - 4 Weeks

  • T

    Tsinghua University

    Data Structures and Algorithms (I)

    Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Theoretical Computer Science, Computer Programming, Data Storage

    ★ 3.1 (34) · Intermediate · Course · 1 - 3 Months

  • U

    University of California, Davis

    Leadership in Multinational, Cross-Cultural Teams

    Skills you'll gain: Team Leadership, Diversity Awareness, Intercultural Competence, Virtual Teams, Diversity and Inclusion, Cultural Diversity, Leadership, Leadership and Management, Cultural Responsiveness, Leadership Development, Cultural Sensitivity, Culture, Meeting Facilitation, Decision Making

    ★ 4.7 (30) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Financial Modeling for Maruti Suzuki: Analyze & Evaluate

    Skills you'll gain: Cash Flows, Business Valuation, Financial Statement Analysis, Financial Statements, Financial Analysis, Balance Sheet, Financial Modeling, Profit and Loss (P&L) Management, Case Studies, Return On Investment, Financial Data, Financial Forecasting, Market Analysis, Market Dynamics

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Identify Horses or Humans with TensorFlow and Vertex AI

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Model Training, Image Analysis, Google Cloud Platform, Model Deployment, Computer Vision, Data Preprocessing, Cloud Deployment, Applied Machine Learning, Data Collection, Software Visualization

    Beginner · Project · Less Than 2 Hours

  • H

    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Data Quality, Unsupervised Learning, Data Wrangling, Model Training, Feature Engineering, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

  • T

    The State University of New York

    Player Evaluation, Team Performance and Roster Management

    Skills you'll gain: Calendar Management, People Analytics, Performance Analysis, Analytics, Data-Driven Decision-Making, Scheduling, Labor Relations, Workforce Management, Staff Management, Team Performance Management, Linear Algebra, Data Management, Administration, Contract Management, Team Management, Unsupervised Learning, R (Software), R Programming, Statistical Programming, Operations Management

    ★ 5 (6) · Beginner · Course · 1 - 3 Months

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

  • Python for Finance: Investment Fundamentals & Data Analytics: Packt
  • Advanced Data Engineering with Snowflake: Snowflake
  • Getting started with Azure IOT Hub: Coursera
  • Python for Data Science (and Version Control with GitHub): Coursera
  • Apps de IA generativa: transforma tu trabajo: Google Cloud
  • Fast Prototyping of GenAI Apps with Streamlit: DeepLearning.AI
  • Data Structures and Algorithms (I): Tsinghua University
  • Leadership in Multinational, Cross-Cultural Teams: University of California, Davis
  • Financial Modeling for Maruti Suzuki: Analyze & Evaluate: EDUCBA
  • Identify Horses or Humans with TensorFlow and Vertex AI: 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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