Data Models Courses and Certifications

빅 데이터 모델링 및 관리 시스템

빅 데이터 모델링과 관리 시스템의 핵심 개념을 학습하고 실제 사례를 통해 다양한 데이터 유형, 도구, 기술을 실습합니다. 데이터 과학 초보자를 위한 실용적인 강의입니다.

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

Foundations of Sports Analytics: Data, Representation, and Models in Sports

204 ratings at Coursera

Explore Python-based sports analytics techniques to analyze team and player performance across major leagues, focusing on regression analysis and data representation methods.

• Coursera
• 2 days 1 hour 24 minutes
• Self-Paced
• Paid Course

Advanced Linear Models for Data Science 1: Least Squares

191 ratings at Coursera

Explore advanced linear algebra and statistics for data science, focusing on least squares regression, matrix algebra, and linear models to enhance your analytical skills and understanding.

• Coursera
• 8 hours 27 minutes
• Self-Paced
• Paid Course

Credential

Data Engineering with AWS

7 ratings

Learn to design data models, build warehouses and lakes, automate pipelines, and work with massive datasets using AWS. Gain practical skills in ETL, PostgreSQL, Cassandra, Spark, and Airflow.

• Udacity
• 39 hours
• Self-Paced
• Paid Course

Advanced Linear Models for Data Science 2: Statistical Linear Models

108 ratings at Coursera

Explore advanced linear algebra and statistical concepts for regression modeling, enhancing your understanding of least squares, multivariate distributions, and residual analysis.

• Coursera
• 5 hours 40 minutes
• Self-Paced
• Paid Course

Prediction Models with Sports Data

42 ratings at Coursera

Learn to forecast sports game outcomes using Python, focusing on logistic regression modeling with team expenditure data. Apply and evaluate models for EPL, NBA, and NHL, exploring betting odds and analytics.

• Coursera
• 1 day 9 hours 28 minutes
• Self-Paced
• Paid Course

Credential

DATA 88EX: Economic Models with Python

Master economic models using Python, bridging economics and data science through hands-on exercises in microeconomics, econometrics, development, environmental, and public economics.

• edX
• 13 weeks, 5-10 hours/week
• Self-Paced
• $297.00
• 3 courses

DAX Functions in Power BI

45 ratings at DataCamp

Data Analysis Expressions (DAX) allow you to take your Power BI skills to the next level by writing custom functions.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

NDC Conferences

Running Atomic Transactions Across Multiple Data Models

Explore advanced Redis features: modules for custom data models and transactions for atomic operations across multiple data structures. Learn to leverage Redis ecosystem for scalable solutions.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

ExcelIsFun

Power BI Desktop - Creating Interactive Visuals and Dashboards by Importing Excel Data Models - Lesson 12

Master Power BI Desktop to create interactive dashboards by importing Excel data models, building various visualizations, formatting elements, and implementing features like drill-downs, tool tips, and visual interactions.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

The Complete Splunk Beginner Course

28108 ratings at Udemy

The world's number one Splunk course, covering both Splunk Core Certified User and Splunk Core Certified Power User

• Udemy
• 3 hours 44 minutes
• Self-Paced
• Paid Course

Clinical Data Models and Data Quality Assessments

66 ratings at Coursera

Explore clinical data models, ERDs, and common data models. Learn SQL querying, ETL processes, terminology mapping, and data quality assessments. Apply skills to transform MIMIC-III data to OMOP format.

• Coursera
• 17 hours 30 minutes
• Self-Paced
• Paid Course

Building Web Applications in Django

785 ratings at Coursera

Learn to build web applications using Django, covering data models, views, and forms. Explore ORM, SQL, and database modeling while gaining hands-on experience with the Django console and scripts.

• Coursera
• 13 hours 33 minutes
• Self-Paced
• Paid Course

Credential

Data Visualization with Tableau

8326 ratings at Coursera

Learn to create impactful visualizations, dashboards, and data stories using Tableau. Master essential design principles and analytics techniques to effectively communicate insights and drive data-based decision-making.

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

NANOG

Network-as-Code in Practice - Safer Change Operations with CI/CD, Testing, and Data Models

Explore practical Network-as-Code implementation using CI/CD workflows, automated testing, and structured validation to reduce network change failures and improve operational reliability.

• YouTube
• 35 minutes
• Self-Paced
• Free Video