Feature Selection Courses and Certifications

MathWorks

Predictive Modeling and Machine Learning with MATLAB

78 reviews

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 22 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Data Analytics Foundations for Accountancy II

10 ratings at Coursera

Explore machine learning concepts, algorithms, and practical applications in data analytics using Python. Gain skills in classification, regression, clustering, and anomaly detection for business insights.

• Coursera
• 2 days 22 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Foundations of Data Science

Learn the fundamental concepts in probability, statistics, optimization and linear algebra which form the foundations for data science.

• edX
• 7 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science : Complete Data Science & Machine Learning

3207 ratings at Udemy

Learn and master the Data Science, Python for Machine Learning, Math for Machine Learning, Statistics for Data Science

• Udemy
• 1 day 1 hour 49 minutes
• On-Demand
• Paid Course

Big Data Capstone Project

Further develop your knowledge of big data by applying the skills you have learned to a real-world data science project.

• edX
• 6 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning- From Basics to Advanced

2250 ratings at Udemy

A beginners guide to learn Machine Learning (including Hands-on projects - From Basic to Advance Level)

• Udemy
• 6 hours 49 minutes
• On-Demand
• Paid Course

Feature Selection for Machine Learning

2199 ratings at Udemy

Learn filter, wrapper, and embedded methods, recursive feature elimination, exhaustive search, feature shuffling & more.

• Udemy
• 5 hours 50 minutes
• On-Demand
• Paid Course

Machine Learning Real World projects in Python

921 ratings at Udemy

Build a Portfolio/Resume of Machine Learning projects in Python and get a job of Data Scientist/ ML Engineer

• Udemy
• 12 hours 50 minutes
• On-Demand
• Paid Course

2024 Python for Linear Regression in Machine Learning

283 ratings at Udemy

Linear & Non-Linear Regression, Lasso & Ridge Regression, SHAP, LIME, Yellowbrick, Feature Selection & Outliers Removal

• Udemy
• 14 hours 36 minutes
• On-Demand
• Paid Course

Creating Features for Time Series Data

Explore time series data analysis techniques including binning, smoothing, transformations, spectral analysis, and motif detection to create effective features for advanced analytics and modeling.

• Coursera
• 7 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Exploratory Data Analysis in Python

125 ratings at Udemy

A course about how to approach a dataset for the first time

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Intro to Deep Learning project in TensorFlow 2.x and Python

77 ratings at Udemy

Advanced implementation of regression modelling techniques like lasso regression in TensorFlow

• Udemy
• 5 hours 43 minutes
• On-Demand
• Paid Course

Microcredential

Analyzing Time Series and Sequential Data

Explore time series analysis, create features, build forecasting systems, and model sequential data using SAS tools. Master techniques for large-scale data projects and predictive modeling.

• Coursera
• 30 weeks, 1 hour a week
• On-Demand
• Paid Course
• 3 courses

Machine Learning Linear Regression Case Study

45 ratings at Udemy

Predicting Boston house price with Linear Regression using scikit-learn !!

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Practical Linear Regression in R for Data Science in R

35 ratings at Udemy

Learn Practical Linear Regression in R - Basics of machine learning, deep learning, statistics & Artificial Intellegence

• Udemy
• 2-3 hours
• On-Demand
• Paid Course