Data Preprocessing Courses and Certifications

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
• 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

Credential

Data Mining Foundations and Practice

182 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

320 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

117 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

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
• Self-Paced
• Paid Course

Feature Engineering for Machine Learning

3492 ratings at Udemy

Learn imputation, variable encoding, discretization, feature extraction, how to work with datetime, outliers, and more.

• Udemy
• 13 hours 24 minutes
• Self-Paced
• Paid Course

Credential

DeepLearning.AI Data Analytics

261 ratings at Coursera

Master in-demand data analytics skills with practical, real-world applications. Learn to manage the entire data lifecycle while integrating AI tools to accelerate workflows and extract meaningful insights for better decision-making.

• Coursera
• 16 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 5 courses

Essential Business Analytics: From Data to Insights

2953 ratings at Udemy

Learn the essentials of Business Analytics: Learn Data Visualization, Pre-processing, and More for success

• Udemy
• 1 hour 2 minutes
• Self-Paced
• Paid Course

Introduction to Time Series Analysis and Forecasting in R

2817 ratings at Udemy

Work with time series and all sorts of time related data in R - Forecasting, Time Series Analysis, Predictive Analytics

• Udemy
• 8 hours 33 minutes
• Self-Paced
• Paid Course

Machine Learning & Data Science A-Z: Hands-on Python 2024

1247 ratings at Udemy

Learn NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, Scipy and develop Machine Learning Models in Python

• Udemy
• 14 hours 28 minutes
• Self-Paced
• Paid Course

Neural Networks in Python: Deep Learning for Beginners

1839 ratings at Udemy

Learn Artificial Neural Networks (ANN) in Python. Build predictive deep learning models using Keras & Tensorflow| Python

• Udemy
• 9 hours 21 minutes
• Self-Paced
• Paid Course

Fractal Analytics

Python for Data Science

135 ratings at Coursera

Comprehensive Python course for data science, covering data manipulation, analysis, and visualization. Learn to solve real-world problems and prepare data for machine learning applications.

• Coursera
• 1 day 15 hours 57 minutes
• Self-Paced
• Paid Course

Data Analysis with ChatGPT in Excel

1684 ratings at Udemy

Master ChatGPT for data analysis. Boost your productivity at work and become a first adopter of AI-powered data analysis

• Udemy
• 1 hour 57 minutes
• Self-Paced
• Paid Course