Data Preprocessing Courses and Certifications

Coursera Instructor Network

GenAI for Data Analysts

Explore GenAI's impact on data analysis, learning practical strategies to integrate AI tools into preprocessing, pattern recognition, predictive analytics, and report generation for enhanced productivity.

• Coursera
• 2 hours 5 minutes
• On-Demand
• Paid Course

Coursera Instructor Network

GenAI for Data Analyst

Explore GenAI's impact on data analysis, learning practical strategies to integrate AI tools into preprocessing, pattern recognition, predictive analytics, and report generation for enhanced productivity.

• Coursera
• 2 hours 5 minutes
• On-Demand
• Paid Course

H2O.ai

DataPrep for H2O Driverless AI

Master data preparation techniques for machine learning using H2O's Driverless AI, covering tabular formats, time series analysis, and automated preprocessing for both supervised and unsupervised learning scenarios.

• Coursera
• 1 hour 9 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai

H2O Driverless AI Starter Course

Master automated machine learning with H2O Driverless AI through hands-on training in data preprocessing, model development, and advanced features like custom recipe creation and hyperparameter tuning.

• Coursera
• 2 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘：理论与算法

2 reviews

Unraveling the mysteries of Data Mining and Big Data, this course is a must-have for any budding Data Scientist. 最有趣的理论+最有用的算法=不得不学的数据科学。

• edX
• 14 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

MathWorks

Machine Learning Onramp

2 reviews

Learn the basics of practical machine learning methods for classification problems.

• MATLAB Academy
• 2 hours
• On-Demand
• Free Certificate

Microcredential

Data Processing and Analysis

1 review

Comprehensive program covering data preprocessing, visualization, SQL/NoSQL databases, and machine learning techniques. Offers practical skills in Excel, Python, and MS Azure for both beginners and experienced coders.

• edX
• 15 weeks, 2-4 hours a week
• On-Demand
• $447.00
• 3 courses

Great Learning

What is Natural Language Processing - NLP Full Course

1 review

Comprehensive introduction to Natural Language Processing, covering key concepts, techniques, and applications using Python, with hands-on projects in sentiment analysis and chatbot development.

• YouTube
• 8 hours 3 minutes
• On-Demand
• Free Video

Intermediate Machine Learning

1 review

Handle missing values, non-numeric values, data leakage, and more.

• Kaggle
• 4 hours
• On-Demand
• Free Certificate

Introduction to Machine Learning for Coders

Learn essential machine learning concepts and techniques for coders, covering fundamental principles and practical applications across 12 comprehensive lessons.

• YouTube
• 19 hours
• On-Demand
• Free Video

Generating Python Code with GPT

Learn to create a GPT-2 model for Python code generation, covering data acquisition, cleaning, preprocessing, tokenization, training, and testing.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

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

Basics of Data Science

Comprehensive introduction to data science fundamentals, covering analysis techniques, tools, and ethical considerations. Includes hands-on Python exercises for practical application of concepts.

• edX
• 9 weeks, 5-11 hours a week
• On-Demand
• Free Online Course (Audit)

Aligarh Muslim University

Data Science Using Python

Comprehensive Python-based program covering data science fundamentals, statistical concepts, and machine learning techniques, with hands-on projects for practical application.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Python: Working with Predictive Analytics

615 ratings at LinkedIn Learning

Find out how to use prebuilt Python libraries for predictive analytics and discover insights about the future.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available