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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

    SAS

    Analyzing Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Digital Signal Processing, Statistical Methods, Statistical Software, Regression Analysis, Data Transformation, Exploratory Data Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Wrangling, Data Analysis Software, Data Preprocessing, Unsupervised Learning, Statistical Modeling

    5 stars, 11 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 5 (11) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    CompTIA DataX Study Guide

    Skills you'll gain: Supervised Learning, Statistical Methods, Exploratory Data Analysis, Data Preprocessing, Model Evaluation, Data Processing, Data Quality, Model Deployment, Data Transformation, Machine Learning Methods, Image Analysis, Statistics, Statistical Machine Learning, Data Analysis, Data Science, MLOps (Machine Learning Operations), Applied Machine Learning, Unsupervised Learning, Computer Vision, Machine Learning Algorithms

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • F

    Fundação Instituto de Administração

    RH, Dados e Inteligência Artificial

    Skills you'll gain: People Analytics, HR Tech, Applied Machine Learning, Deep Learning, Digital Transformation, Machine Learning Methods, Machine Learning, Human Resources, Artificial Neural Networks, Machine Learning Algorithms, Artificial Intelligence, Data-Driven Decision-Making

    4.7 stars, 25 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (25) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Modèles de séquence

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Deep Learning, Applied Machine Learning, Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • H

    H2O.ai

    H2O Driverless AI Starter Course

    Skills you'll gain: Data Preprocessing, Model Training, Applied Machine Learning, Data Processing, Predictive Modeling, Feature Engineering, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Advanced Analytics, Model Optimization, Exploratory Data Analysis, Data Analysis, Machine Learning, Automation, Model Evaluation, Model Deployment, Data Visualization, Virtual Environment

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Повышение эффективности глубоких нейросетей

    Skills you'll gain: Tensorflow, Model Optimization, Deep Learning, Data Compilation, Model Training, Statistical Analysis, Artificial Neural Networks, Model Evaluation, Performance Tuning, Applied Machine Learning, Machine Learning, Algorithms, Debugging

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Financial Analysis with ARIMA and Time Series Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Applied Machine Learning, Financial Forecasting, Statistical Machine Learning, Statistical Analysis, Machine Learning, Trend Analysis, Financial Data, Financial Modeling, Model Evaluation, Forecasting, Jupyter, Predictive Modeling, Regression Analysis, Finance, GitHub, Statistical Modeling, Data Transformation

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Information Extraction from Free Text Data in Health

    Skills you'll gain: Text Mining, Unstructured Data, Health Informatics, Natural Language Processing, Clinical Documentation, Model Evaluation, Machine Learning Methods, Clinical Informatics, Deep Learning, Model Training, Applied Machine Learning, Machine Learning, Medical Terminology, Artificial Neural Networks, Python Programming, Computer Programming, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    Universidad Nacional Autónoma de México

    Inteligencia artificial: proyecto final

    Skills you'll gain: Program Development, Artificial Intelligence, Software Development, Applied Machine Learning, AI literacy, General Science and Research, Technical Writing

    4.8 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Predictive Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Advanced Analytics, Machine Learning Methods, Applied Machine Learning, Business Analysis, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Ideation, Deep Learning, Model Evaluation

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Intro to TensorFlow em Português Brasileiro

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Cloud Deployment, Google Cloud Platform, Model Training, Deep Learning, Machine Learning Methods, Model Optimization, Data Pipelines, Feature Engineering, Data Preprocessing, Applied Machine Learning, Model Evaluation, Artificial Neural Networks, Data Import/Export

    4.6 stars, 23 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (23) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Università di Napoli Federico II

    Python per la Data Science

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Applied Machine Learning, Scikit Learn (Machine Learning Library)

    4.3 stars, 9 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (9) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Analyzing Time Series and Sequential Data: SAS
  • CompTIA DataX Study Guide: John Wiley & Sons
  • RH, Dados e Inteligência Artificial: Fundação Instituto de Administração
  • Modèles de séquence: DeepLearning.AI
  • H2O Driverless AI Starter Course: H2O.ai
  • Повышение эффективности глубоких нейросетей: DeepLearning.AI
  • Financial Analysis with ARIMA and Time Series Forecasting: Packt
  • Information Extraction from Free Text Data in Health: University of Michigan
  • Inteligencia artificial: proyecto final: Universidad Nacional Autónoma de México
  • Predictive Analytics Project Ideation: University of Minnesota

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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