Data Processing Courses and Certifications

误差理论与数据处理

Dive into error theory fundamentals, data processing methods, and measurement uncertainty analysis for scientific experiments and engineering applications with practical examples and case studies.

• XuetangX
• Self-Paced
• Free Online Course

测量数据处理理论与方法

Master 测量数据处理的核心理论，从误差理论到卡尔曼滤波，掌握数据分析、参数估计和回归分析等关键技能，为测绘研究打造扎实的数理基础。

• XuetangX
• Self-Paced
• Free Online Course

Coding Train

Data, APIs and Language Processing Libraries - Programming with Text - Session 3

Explore text processing with JavaScript libraries like RiTa.js and nlp-compromise, plus master API integration for dynamic data-driven applications.

• YouTube
• 3 hours 58 minutes
• Self-Paced
• Free Video

Traiter des données

Formez vous sur la compétence Pix : traiter des données

• France Université Numerique
• 7 hours
• Self-Paced
• Paid Course

Data Science:Data Mining & Natural Language Processing in R

443 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
• Self-Paced
• Paid Course

Design Strategies for Maximizing Total Data Quality

Explore strategies to maximize data quality across collection, processing, and analysis stages. Learn to assess and improve validity, origin, access, and source quality while minimizing data missingness.

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

Introduction to Relational Databases (RDBMS)

792 ratings at Coursera

Gain practical skills in relational database management, including creating tables, managing data, and designing databases using popular tools like MySQL and PostgreSQL.

• Coursera
• 16 hours 54 minutes
• Self-Paced
• Paid Course

Tidy Data: Updated Data Processing With tidyr and dplyr in R

253 ratings at Udemy

Learn Data Preprocessing, Data Wrangling and Data Visualisation With the Two Most Happening R Data Science Packages

• Udemy
• 4 hours 34 minutes
• Self-Paced
• Paid Course

Big Data and Hadoop Foundations and Setup

Master Hadoop fundamentals and architecture while gaining hands-on experience setting up and configuring Big Data environments in Linux. Learn to process large-scale data and understand the ecosystem's key components.

• Coursera
• 14 hours 17 minutes
• Self-Paced
• Paid Course

YARN MapReduce Architecture and Advanced Programming

Master YARN and MapReduce architectures, optimization techniques, and advanced programming concepts for efficient large-scale data processing, including combiners, partitioners, and multithreading.

• Coursera
• 17 hours 26 minutes
• Self-Paced
• Paid Course

Spring Cloud Data Flow - Cloud Native Data Stream Processing

189 ratings at Udemy

Cloud Native Microservice based Streaming and Batch data processing for ETL, import/export, predictive analytics, etc.,

• Udemy
• 2 hours 12 minutes
• Self-Paced
• Paid Course

Data Engineering with Rust

70 ratings at Coursera

Leverage Rust for efficient, safe data processing. Master data structures, concurrency, libraries, and system design. Build robust data engineering solutions with hands-on projects.

• Coursera
• 2 days 15 hours 51 minutes
• Self-Paced
• Paid Course

Career Certificate

AI-Enhanced Data Analysis: From Raw Data to Deep Insights

575 ratings at Coursera

Master data analysis using Microsoft's AI-powered tools including Excel with Copilot, Python, and Power BI to transform raw data into actionable business insights.

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

Career Certificate

Data Scientist: Natural Language Processing Specialist

Unlock the power of language data through Python, SQL, and advanced NLP techniques to build chatbots, analyze text, and extract meaningful insights from speech and written communication.

• Codecademy
• 100 hours
• Self-Paced
• Free Trial Available

IIT Kanpur;  NPTEL

Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning

Explore linear algebra applications in signal processing, data analytics, and machine learning. Gain practical skills for diverse fields like wireless communication, robotics, and finance.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course