Data Preprocessing Courses and Certifications

Linear Regression and Logistic Regression in Python

569 ratings at Udemy

Build predictive ML models with no coding or maths background. Linear Regression and Logistic Regression for beginners

• Udemy
• 7 hours 40 minutes
• On-Demand
• Paid Course

Great Learning

IPL Data Analysis Using EDA - Exploratory Data Analysis Case Study

8 reviews

Practical guide to IPL data analysis using Python, covering EDA techniques, data preprocessing, and visualization to extract insights from real-world cricket datasets.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Data Mining Project

50 ratings at Coursera

Analyze Yelp restaurant reviews to discover insights on cuisines, popular dishes, and dining recommendations. Apply data mining techniques to visualize opinions and construct cuisine maps.

• Coursera
• 14 hours 43 minutes
• On-Demand
• Paid Course

Data Science:Data Mining & Natural Language Processing in R

441 ratings at Udemy

Harness the Power of Machine Learning in R for Data/Text Mining, & Natural Language Processing with Practical Examples

• Udemy
• 13 hours 18 minutes
• On-Demand
• Paid Course

Logistic Regression in R Studio

409 ratings at Udemy

Logistic regression in R Studio tutorial for beginners. You can do Predictive modeling using R Studio after this course.

• Udemy
• 6 hours 19 minutes
• On-Demand
• Paid Course

Artificial Intelligence and Machine Learning: Complete Guide

391 ratings at Udemy

Do you want to study AI and don't know where to start? You will learn everything you need to know in theory and practice

• Udemy
• 22 hours 20 minutes
• On-Demand
• Paid Course

Microcredential

Data Mining Foundations and Practice

175 ratings at Coursera

Discover patterns in large-scale datasets through key data mining concepts and techniques. Learn data preprocessing, modeling, frequent pattern analysis, classification, clustering, and gain hands-on project experience.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Linear Regression and Logistic Regression using R Studio

370 ratings at Udemy

Linear Regression and Logistic Regression for beginners. Understand the difference between Regression & Classification

• Udemy
• 6 hours 16 minutes
• On-Demand
• Paid Course

ML for Business Managers: Build Regression model in R Studio

366 ratings at Udemy

Simple Regression & Multiple Regression| must-know for Machine Learning & Econometrics | Linear Regression in R studio

• Udemy
• 6 hours 25 minutes
• On-Demand
• Paid Course

Practical Machine Learning with Scikit-Learn

363 ratings at Udemy

Learn the most powerful machine learning algorithms in under an hour

• Udemy
• 1 hour 7 minutes
• On-Demand
• Free Online Course

Machine Learning with Python: Foundations

4877 ratings at LinkedIn Learning

Learn the basics of machine learning and how you can create a machine learning model with Python.

• LinkedIn Learning
• 1 hour 55 minutes
• On-Demand
• Free Trial Available

Master Course : Fundamentals of Machine Learning (101 level)

325 ratings at Udemy

Machine Learning, Supervised Machine Learning, Unsupervised Machine Learning, Deep Learning, TensorFlow, Keras, NLP

• Udemy
• 1 hour 51 minutes
• On-Demand
• Paid Course

Tableau

Introduction to Tableau

313 ratings at Coursera

Explore data visualization with Tableau Public, from preprocessing to combining multiple data sources. Develop skills to create impactful visualizations for informed decision-making in business analytics.

• Coursera
• 19 hours 26 minutes
• On-Demand
• Paid Course

Data Mining Pipeline

112 ratings at Coursera

Explore key steps in data mining: understanding, preprocessing, warehousing, modeling, interpretation, and real-world applications. Gain practical skills for effective data analysis and decision-making.

• Coursera
• 22 hours 4 minutes
• On-Demand
• Paid Course

Advanced Business Analytics Capstone

90 ratings at Coursera

Analyze financial loan data to guide investment decisions through data preprocessing, predictive analytics, prescriptive analytics, and result presentation for optimal portfolio allocation.

• Coursera
• 19 hours 30 minutes
• On-Demand
• Paid Course