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free-certificates.qmd
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---
title: "Data Engineering Pilipinas"
description: |
"A curated list of IT, computer science, and business courses with certificates & digital badges to earn upon completion. Each course on the list is free to take, along with the badge and certificate."
---
The list is organized as follows:
1. Course/certificate title
2. Course provider/certificate issuer name
3. Level of difficulty (Beginner, Intermediate, or Professional)
4. Course/certificate duration in hours
5. Reward (🏅= Digital Badge or 🏆 = Certificate of Completion)
## Database and Back-end
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ------------------ | ----------- | ------- | ------ |
| [Back End Development and APIs Certification](https://www.freecodecamp.org/learn/back-end-development-and-apis/) | FreeCodeCamp | Professional | 300 | 🏆 |
| [CS403: Introduction to Modern Database Systems](https://learn.saylor.org/course/view.php?id=93) | Saylor Academy | Professional | 42 | 🏆 |
| [REST API](https://www.hackerrank.com/skills-verification/rest_api_intermediate) | HackerRank | Intermediate | 1.5 | 🏆 |
| [MongoDB Basics](https://university.mongodb.com/courses/M001/about) | MongoDB | Beginner | 8.5 | 🏆 |
| [MongoDB for SQL Pros](https://university.mongodb.com/courses/M100/about) | MongoDB | Beginner | 2 | 🏆 |
| [MongoDB Cluster Administration](https://university.mongodb.com/courses/M103/about) | MongoDB | Beginner | 9.5 | 🏆 |
| [MongoDB Aggregation Framework](https://university.mongodb.com/courses/T101/about) | MongoDB | Beginner | 1.5 | 🏆 |
| [MongoDB Performance](https://university.mongodb.com/courses/M201/about) | MongoDB | Intermediate | 7 | 🏆 |
| [MongoDB for Java Developers](https://university.mongodb.com/courses/M220J/about) | MongoDB | Intermediate | 7.5 | 🏆 |
| [MongoDB for JavaScript Developers](https://university.mongodb.com/courses/M220JS/about) | MongoDB | Intermediate | 6.5 | 🏆 |
| [MongoDB for .NET Developers](https://university.mongodb.com/courses/M220N/about) | MongoDB | Intermediate | 6.5 | 🏆 |
| [MongoDB for Python Developers](https://university.mongodb.com/courses/M220P/about) | MongoDB | Intermediate | 6.5 | 🏆 |
| [Diagnostics and Debugging for MongoDB](https://university.mongodb.com/courses/M312/about) | MongoDB | Professional | 6.5 | 🏆 |
| [MongoDB Data Modeling](https://university.mongodb.com/courses/M320/about) | MongoDB | Professional | 7 | 🏆 |
| [Intro to SQL](https://www.kaggle.com/learn/intro-to-sql) | Kaggle | Beginner | 3 | 🏆 |
| [Advanced SQL](https://www.kaggle.com/learn/advanced-sql) | Kaggle | Intermediate | 4 | 🏆 |
## Data Analysis and Visualization
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ----------------------- | ------------ | ------- | -------- |
| [Data Analysis with Python](https://cognitiveclass.ai/courses/data-analysis-python) | IBM / Cognitive Class | Intermediate | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-analysis-using-python) |
| [Data Analysis with Python Certification](https://www.freecodecamp.org/learn/data-analysis-with-python/) | FreeCodeCamp | Professional | 300 | 🏆 |
| [Data Visualization with Python](https://cognitiveclass.ai/courses/data-visualization-with-python) | IBM / Cognitive Class | Intermediate | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-visualization-using-python) |
| [Data Visualization with R](https://cognitiveclass.ai/courses/data-visualization-with-r/) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-visualization-with-r) |
| [Data Visualization Certification](https://www.freecodecamp.org/learn/data-visualization/) | FreeCodeCamp | Professional | 300 | 🏆 |
| [Data Visualization](https://www.kaggle.com/learn/data-visualization) | Kaggle | Beginner | 4 | 🏆 |
| [Data Cleaning](https://www.kaggle.com/learn/data-cleaning) | Kaggle | Intermediate | 4 | 🏆 |
| [Data Visualisation in Tableau](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualisation-in-tableau) | Great Learning | Beginner | 1 | 🏆 |
| [Data Visualization With Power BI](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualization-with-power-bi) | Great Learning | Beginner | 2 | 🏆 |
## Statistics
| Course Name | Course Provider | Level | Hour(s) | Reward |
| ------------------------------------------------------------------------------------------- | ---------------------- | -------- | ------- | -------- |
| [Statistics 101](https://cognitiveclass.ai/courses/statistics-101) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/statistics-101) |
## Data Science
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ----------------------- | ---------- | ------- | -------- |
| [Data Science Methodologies](https://cognitiveclass.ai/courses/data-science-methodology-2) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-science-methodologies) |
| [Data Science 101](https://cognitiveclass.ai/courses/data-science-101/) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-science-foundations-level-1) |
| [Data Science Tools](https://cognitiveclass.ai/courses/data-science-hands-open-source-tools-2) | IBM / Cognitive Class | Beginner | 4 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-science-tools) |
| [Python for Data Science](https://cognitiveclass.ai/courses/python-for-data-science) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/python-for-data-science) |
| [Popular Applications of Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/popular-applications-of-data-science) | Great Learning | Beginner | 1 | 🏆 |
| [Career in Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/career-in-data-science) | Great Learning | Beginner | 1 | 🏆 |
| [Introduction to Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-data-science) | Great Learning | Beginner | 1 | 🏆 |
| [Data Science Mathematics](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-science-mathematics) | Great Learning | Beginner | 1 | 🏆 |
| [R for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/r-for-data-science) | Great Learning | Beginner | 2 | 🏆 |
| [Statistical Methods for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/statistical-methods-for-decision-making) | Great Learning | Beginner | 2 | 🏆 |
| [Probability for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science) | Great Learning | Beginner | 2 | 🏆 |
| [Data Preprocessing](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-preprocessing) | Great Learning | Beginner | 2 | 🏆 |
| [SQL for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/sql-for-data-science) | Great Learning
| Beginner | 3 | 🏆 |
## Big Data
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | -------------------- | --------- | ------- | -------- |
| [Big Data Foundations - Level 1](https://cognitiveclass.ai/courses/what-is-big-data) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/big-data-foundations-level-1) |
| [Hadoop Foundations - Level 1](https://cognitiveclass.ai/courses/course-v1:BigDataUniversity+BD0111EN+2016) | IBM / Cognitive Class | Beginner | 4 | [🏅](https://www.youracclaim.com/org/ibm/badge/hadoop-foundations-level-1) |
| [Spark Fundamentals I](https://cognitiveclass.ai/courses/what-is-spark) | IBM / Cognitive Class | Beginner | 5 | [🏅](https://www.youracclaim.com/org/ibm/badge/spark-level-1) |
## Machine and Deep Learning
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ----------------------- | ----------- | ------- | -------- |
| [Deep Learning Fundamentals](https://cognitiveclass.ai/courses/introduction-deep-learning) | IBM / Cognitive Class | Intermediate | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/deep-learning-essentials) |
| [Deep Learning with TensorFlow](https://cognitiveclass.ai/courses/deep-learning-tensorflow) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/deep-learning-using-tensorflow) |
| [Machine Learning with Python](https://cognitiveclass.ai/courses/machine-learning-with-python/) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/machine-learning-with-python-level-1) |
| [Machine Learning with Python Certification](https://www.freecodecamp.org/learn/machine-learning-with-python/) | FreeCodeCamp | Professional | 300 | 🏆 |
| [Intro to Machine Learning](https://www.kaggle.com/learn/intro-to-machine-learning) | Kaggle | Beginner | 3 | 🏆 |
| [Intermediate Machine Learning](https://www.kaggle.com/learn/intermediate-machine-learning) | Kaggle | Intermediate | 4 | 🏆 |
| [Machine Learning Explainability](https://www.kaggle.com/learn/machine-learning-explainability) | Kaggle | Intermediate | 4 | 🏆 |
| [Intro to Deep Learning](https://www.kaggle.com/learn/intro-to-deep-learning) | Kaggle | Intermediate | 4 | 🏆 |
| [Time Series](https://www.kaggle.com/learn/time-series) | Kaggle | Intermediate | 5 | 🏆 |
| [Feature Engineering](https://www.kaggle.com/learn/feature-engineering) | Kaggle | Intermediate | 5 | 🏆 |
| [Computer Vision](https://www.kaggle.com/learn/computer-vision) | Kaggle | Intermediate | 4 | 🏆 |
## Artificial Intelligence
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | --------------------------- | ----------- | ------- | -------- |
| [Elements of AI](https://www.elementsofai.com/) | University of Helsinki | Beginner | 30 | 🏆 |
| [Intro to AI Ethics](https://www.kaggle.com/learn/intro-to-ai-ethics) | Kaggle | Intermediate | 4 | 🏆 |
| [Intro to Game AI and Reinforcement Learning](https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning) | Kaggle | Intermediate | 4 | 🏆 |
| [Introduction to Generative AI](https://www.cloudskillsboost.google/course_templates/536) | Google Cloud Skills Boost | Intermediate | 0.75 | 🏆 |
| [Introduction to Artificial Intelligence](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-artificial-intelligence-1) | Great Learning | Beginner | 1.5 | 🏆 |
| [Foundations of Prompt Engineering](https://explore.skillbuilder.aws/learn/course/external/view/elearning/17763/foundations-of-prompt-engineering) | Amazon | Intermediate | 4 | 🏆 |
| [Generative AI for Decision Makers](https://explore.skillbuilder.aws/learn/public/learning_plan/view/1909/generative-ai-learning-plan-for-decision-makers) | Amazon | Beginner | 3 | 🏆 |
| [Generative AI Fundamentals](https://www.databricks.com/resources/learn/training/generative-ai-fundamentals) | Data Bricks | Beginner | 0.5 | 🏅 |
| [Career Essentials in Generative AI](https://www.linkedin.com/learning/paths/career-essentials-in-generative-ai-by-microsoft-and-linkedin) | LinkedIn & Microsoft | Beginner | 4.5 | 🏆 |
## Networking
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ------------------------ | ----------- | ------- | -------- |
| [Networking Essentials](https://www.netacad.com/courses/networking/networking-essentials) | Cisco Networking Academy | Intermediate | 70 | [🏅](https://www.youracclaim.com/org/cisco/badge/networking-essentials) |
| [CS402: Computer Communications and Networks](https://learn.saylor.org/course/view.php?id=84) | Saylor Academy | Intermediate | 60 | 🏆 |
## Operating Systems
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ------------------------ | ---------- | ------- | -------- |
| [NDG Linux Unhatched](https://www.netacad.com/courses/os-it/ndg-linux-unhatched) | Cisco Networking Academy | Beginner | 8 | 🏆 |
| [NDG Linux Essentials](https://www.netacad.com/courses/os-it/ndg-linux-essentials) | Cisco Networking Academy | Intermediate | 70 | 🏆 |
| [CS401: Operating Systems](https://learn.saylor.org/course/view.php?id=94) | Saylor Academy | Professional | 120 | 🏆 |
## Robotics and IoT
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ------------------------ | --------- | ------- | -------- |
| [Introduction to IoT](https://www.netacad.com/courses/iot/introduction-iot) | Cisco Networking Academy | Beginner | 20 | [🏅](https://www.youracclaim.com/org/cisco/badge/introduction-to-iot) |
| [Building Robots with TJBot](https://cognitiveclass.ai/courses/build-robots-with-tjbot) | IBM / Cognitive Class | Beginner | 3 | 🏅 |
## Chatbots
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ------------------------ | --------- | ------- | -------- |
| [How to Build Chatbots](https://cognitiveclass.ai/courses/chatbot-course) | IBM / Cognitive Class | Beginner | 5 | 🏅 |
| [ChatGPT for Beginners](https://www.mygreatlearning.com/academy/learn-for-free/courses/chatgpt-for-beginners) | Great Learning | Beginner | 2 | 🏆 |
| [Getting Started with Bard](https://www.mygreatlearning.com/academy/learn-for-free/courses/getting-started-with-bard) | Great Learning | Beginner | 1 | 🏆 |
## DevOps
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ---------------------- | ---------- | ------- | -------- |
| [Containers, K8s and Istio on IBM cloud](https://cognitiveclass.ai/learn/containers-k8s-and-istio-on-ibm-cloud) | IBM / Cognitive Class | Beginner | 9 | [🏅](https://www.youracclaim.com/org/ibm/badge/containers-k8s-and-istio-on-ibm-cloud) |
| [Docker Essentials](https://cognitiveclass.ai/courses/docker-essentials) | IBM / Cognitive Class | Beginner | 4 | [🏅](https://www.youracclaim.com/org/ibm/badge/docker-essentials-a-developer-introduction) |
| [IBM Cloud Essentials](https://cognitiveclass.ai/courses/ibm-cloud
-essentials) | IBM / Cognitive Class | Beginner | 4 | [🏅](https://www.youracclaim.com/org/ibm/badge/ibm-cloud-essentials.2) |
| [Introduction to Containers, Kubernetes, and OpenShift](https://cognitiveclass.ai/courses/kubernetes-course) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/containers-kubernetes-essentials) |
| [Introduction to Kubernetes](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-kubernetes1) | Great Learning | Beginner | 1.5 | 🏆 |
## Programming Languages
### Java
| Course Name | Course Provider | Level | Hour(s) | Reward |
| ----------------------------------------------------------------------------------------- | --------------- | --------- | ------- | -------- |
| [Java](https://www.hackerrank.com/skills-verification/java_basic) | HackerRank | Beginner | 1 | 🏆 |
### JavaScript
| Course Name | Course Provider | Level | Hour(s) | Reward |
| ----------------------------------------------------------------------------------------- | --------------- | ----------- | ------- | -------- |
| [JavaScript Algorithms and Data Structures Certification](https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/) | FreeCodeCamp | Professional | 300 | 🏆 |
| [JavaScript](https://www.hackerrank.com/skills-verification/javascript_basic) | HackerRank | Beginner | 1.5 | 🏆 |
### R
| Course Name | Course Provider | Level | Hour(s) | Reward |
| ----------------------------------------------------------------------------------------- | -------------------- | --------- | ------- | -------- |
| [R 101](https://cognitiveclass.ai/courses/r-101) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/r-essentials) |
| [Using R with Databases](https://cognitiveclass.ai/courses/using-r-with-databases/) | IBM / Cognitive Class | Beginner | 3 | [🏅](https://www.youracclaim.com/org/ibm/badge/using-r-with-databases) |
| [R](https://www.hackerrank.com/skills-verification/r_basic) | HackerRank | Beginner | 1.5 | 🏆 |
### Python
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | -------------------- | ----------- | ------- | -------- |
| [Programming Essentials In Python](https://www.netacad.com/courses/programming/pcap-programming-essentials-python) | Cisco Networking Academy | Intermediate | 70 | 🏆 |
| [Scientific Computing with Python Certification](https://www.freecodecamp.org/learn/scientific-computing-with-python/) | FreeCodeCamp | Professional | 300 | 🏆 |
| [Python](https://www.hackerrank.com/skills-verification/python_basic) | HackerRank | Beginner | 1.5 | 🏆 |
| [Intro to Graph Analytics in Python free course](https://memgraph.com/blog/learn-graph-analytics-with-python) | Memgraph | Intermediate | 3 | 🏅 |
| [Python](https://www.kaggle.com/learn/python) | Kaggle | Beginner | 5 | 🏆 |
| [Pandas](https://www.kaggle.com/learn/pandas) | Kaggle | Beginner | 4 | 🏆 |
| [Intro to Programming](https://www.kaggle.com/learn/intro-to-programming) | Kaggle | Beginner | 5 | 🏆 |
| [Python for Machine Learning and Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/python-for-machine-learning-and-data-science) | Great Learning | Beginner | 3 | 🏆 |
## Theories and Concepts
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ------------------ | ----------- | ------- | ------ |
| [Quality Assurance Certification](https://www.freecodecamp.org/learn/quality-assurance/) | FreeCodeCamp | Professional | 300 | 🏆 |
| [CS101: Introduction to Computer Science I](https://learn.saylor.org/course/view.php?id=6) | Saylor Academy | Professional | 52 | 🏆 |
| [CS102: Introduction to Computer Science II](https://learn.saylor.org/course/view.php?id=64) | Saylor Academy | Professional | 42 | 🏆 |
| [CS201: Elementary Data Structures](https://learn.saylor.org/course/view.php?id=66) | Saylor Academy | Professional | 38 | 🏆 |
| [CS202: Discrete Structures](https://learn.saylor.org/course/view.php?id=67) | Saylor Academy | Professional | 44 | 🏆 |
| [CS301: Computer Architecture](https://learn.saylor.org/course/view.php?id=71) | Saylor Academy | Professional | 48 | 🏆 |
| [CS302: Software Engineering](https://learn.saylor.org/course/view.php?id=73) | Saylor Academy | Professional | 45 | 🏆 |
| [Problem Solving](https://www.hackerrank.com/skills-verification/problem_solving_basic) | HackerRank | Beginner | 1.5 | 🏆 |
| [Problem Solving](https://www.hackerrank.com/skills-verification/problem_solving_intermediate) | HackerRank | Intermediate | 1.5 | 🏆 |
| [Graph Modeling Email Course](https://memgraph.com/learn-graph-modeling) | Memgraph | Beginner | 1 | 🏅 |
| [Geospatial Analysis](https://www.kaggle.com/learn/geospatial-analysis) | Kaggle | Intermediate | 4 | 🏆 |
## Business
### Marketing
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | --------------- | --------- | ------- | ------ |
| [Digital Marketing](https://learndigital.withgoogle.com/digitalgarage/course/digital-marketing) | Google | Beginner | 40 | 🏅 |
| [Email Marketing](https://academy.sendinblue.com/course/email-marketing-course-english) | SendinBlue | Beginner | 4 | 🏅 |
### Project Management
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | ---------------------------- | --------- | ------- | ------ |
| [KICKOFF](https://www.pmi.org/kickoff) | Project Management Institute | Beginner | 0.75 | 🏅 |
| [Project Management Essentials](https://www.msicertified.com/project-management/project-management-essentials-certified/) | Management and Strategy Institute | Beginner | 0.75 | 🏅 |
| [Project Management Essentials](https://www.disasterready.org/free-certificate-project-management) | Disaster Ready | Beginner | 5 | 🏅 |
### Support
| Course Name | Course Provider | Level | Hour(s) | Reward |
| --------------------------------------------------------------------------------------------- | -------------------- | -------- | ------- | ------ |
| [Customer Relationship Management](https://www.mygreatlearning.com/academy/learn-for-free/courses/customer-relationship-management) | Great Learning | Beginner | 1 | 🏆 |
## Want More Certifications?
The original list can be found [here](https://github.com/PanXProject/awesome-certificates).
---