Data Preparation Courses and Certifications

Career Certificate

Data Analytics and Big Data

115 ratings at Coursera

Master relational databases, data preprocessing, and big data technologies to efficiently manage and analyze large datasets using industry-standard tools for data science applications.

• Coursera
• 24 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Machine Learning and its Applications

49 ratings at Coursera

Master essential machine learning concepts and techniques through MATLAB, focusing on SVMs and ANNs for practical science and engineering applications, with hands-on experience in classification and regression.

• Coursera
• 16 hours 48 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

Tableau

Data Analysis with Tableau

112 ratings at Coursera

Manipulate data, perform exploratory analysis, and create reports using Tableau's analytics features. Learn descriptive statistics, visualizations, and predictive analytics for effective data interpretation and communication.

• Coursera
• 1 day 2 hours 4 minutes
• Self-Paced
• Paid Course

Alteryx Masterclass - crash course in alteryx for beginners

1684 ratings at Udemy

Learn data preparation with Alteryx in a case study the fun and easy way. How to advanced data preparation with Alteryx

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

Statistical Thinking for Industrial Problem Solving, presented by JMP

101 ratings at Coursera

Aprenda a aplicar métodos estatísticos para resolver problemas industriais reais, desde análise exploratória de dados até modelagem preditiva e mineração de texto.

• Coursera
• 2 days 5 hours 3 minutes
• Self-Paced
• Paid Course

Natural Language Processing (NLP) with BERT

1562 ratings at Udemy

Explore semantic analysis of movie reviews using BERT, covering data preprocessing, model building, and evaluation in Google Colab. Learn practical NLP skills with Python and Ktrain.

• Udemy
• 1 hour 1 minute
• Self-Paced
• Free Online Course

Data for Analysis with Microsoft Excel

88 ratings at Coursera

Master Excel for data analysis in business scenarios. Learn formulas, functions, and data preparation techniques to enhance your analytical skills and decision-making capabilities.

• Coursera
• 19 hours 52 minutes
• Self-Paced
• Paid Course

Coursera

PyCaret: Anatomy of Regression

14 ratings at Coursera

Explore PyCaret for efficient regression modeling: compare models, tune parameters, create visuals, and interpret results using SHAP, all with minimal code.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

KNIME for Beginners: No-Code Data Cleaning & ETL Case Study

1397 ratings at Udemy

Learn KNIME step-by-step to clean messy data, build workflows, and solve a real consulting case — without coding.

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

Career Certificate

Generative AI for Data Scientists

72 ratings at Coursera

Enhance data science skills with GenAI: Learn to leverage Microsoft Copilot for data preparation, analysis, visualization, and communication, driving actionable insights and boosting productivity.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Power BI Data Analyst Prep

59 ratings at Coursera

Explore Power BI's core features for data preparation, modeling, and visualization. Learn to create compelling reports, design interactive dashboards, and implement security measures for effective data analysis.

• Coursera
• 3 hours 2 minutes
• Self-Paced
• Paid Course

Coursera

Breast Cancer Prediction Using Machine Learning

57 ratings at Coursera

Build a logistic regression model to classify breast cancer using Scikit-learn and the Wisconsin Diagnostic Data Set. Learn data preparation, Google Colab setup, and cancer classification techniques.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Coursera

Predictive Analytics for Business with H2O in R

53 ratings at Coursera

Automate machine learning for business predictions using H2O in R. Learn to apply AutoML techniques, interpret results, and solve real-world problems with data-driven insights.

• Coursera
• 1 hour 45 minutes
• Self-Paced
• Paid Course

Career Certificate

Advanced Statistical Techniques for Data Science

50 ratings at Coursera

Master advanced statistical techniques for data science including regression, model diagnostics, variable selection, Bayesian statistics, and data preparation for complex analysis.

• Coursera
• 16 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses