Data Preprocessing Courses and Certifications

Advanced Algorithms for AI Applications​

Master AI algorithms, optimization, and problem-solving using Python for real-world applications.

• OpenLearning
• 10 hours
• Self-Paced
• Paid Course

Introduction to Data Cleaning with Python

1 rating

Discover essential Python techniques for cleaning messy datasets, handling missing values, removing duplicates, detecting outliers, and normalizing data for reliable analysis.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Genomic Data Science and Clustering (Bioinformatics V)

94 ratings at Coursera

Explore genomic data clustering techniques for gene expression analysis and human migration patterns. Learn algorithms for data point grouping and dimensionality reduction using principal components analysis.

• Coursera
• 9-10 hours
• Self-Paced
• Paid Course

Applied Machine Learning: Techniques and Applications

12 ratings at Coursera

Master applied machine learning techniques for computer vision, data analysis, and model evaluation. Gain hands-on experience with image processing, supervised learning, and essential skills in data pre-processing and performance assessment.

• Coursera
• 19 hours 24 minutes
• Self-Paced
• Paid Course

Introduction to Applied Business Analytics

330 ratings at Coursera

Discover how to use Python for business data analytics, from cleaning and transforming data to creating visualizations and automating business problem-solving workflows.

• Coursera
• 13 hours 57 minutes
• Self-Paced
• Paid Course

Introduction to Social Computing

Explore social computing's impact on society. Gain skills in social media analytics, responsible AI, and gamification. Apply machine learning to real-world scenarios and understand online behavior dynamics.

• Coursera
• 20 hours 45 minutes
• Self-Paced
• Paid Course

AI Capstone Project with Deep Learning

704 ratings at Coursera

Apply deep learning to real-world challenges: load data, build and validate models, and present results. Gain hands-on experience with image classification using pre-trained networks like ResNet and VGG16.

• Coursera
• 14 hours 34 minutes
• Self-Paced
• Paid Course

AI for Data Analytics (Live Online)

686 ratings at CourseHorse

Transform the way you work with data in this AI for Data Analytics course.

• CourseHorse
• 14 hours
• Self-Paced
• $695.00

Great Learning

IPL Data Analysis Using EDA - Exploratory Data Analysis Case Study

8 ratings

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
• Self-Paced
• Free Video

Data Mining Project

51 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
• Self-Paced
• Paid Course

Artificial Neural Network for Regression

6431 ratings at Udemy

Build an ANN Regression model to predict the electrical energy output of a Combined Cycle Power Plant

• Udemy
• 1 hour 12 minutes
• Self-Paced
• Free Online Course

Career Certificate

Data Mining Foundations and Practice

186 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/week
• Self-Paced
• Paid Course
• 3 courses

Logistic Regression Practical Case Study

5547 ratings at Udemy

Detect breast cancer using logistic regression. Build a model to predict tumor malignancy based on 9 variables. Learn data preprocessing, model training, and evaluation using Google Colab.

• Udemy
• 1 hour 6 minutes
• Self-Paced
• Free Online Course

Tableau

Introduction to Tableau

321 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
• Self-Paced
• Paid Course

Data Mining Pipeline

119 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
• 21 hours 54 minutes
• Self-Paced
• Paid Course