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https://github.com/mxagar/course_compilation

This is the compilation of most of the courses I have done. I collect certificates, links to repositories, guides, projects, etc.
https://github.com/mxagar/course_compilation
compilation computer-vision course data-science deep-learning machine-learning portfolio
Last synced: about 2 months ago
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This is the compilation of most of the courses I have done. I collect certificates, links to repositories, guides, projects, etc.
Host: GitHub
URL: https://github.com/mxagar/course_compilation
Owner: mxagar
Created: 2022-05-11T10:07:48.000Z (over 2 years ago)
Default Branch: main
Last Pushed: 2024-07-29T07:51:11.000Z (5 months ago)
Last Synced: 2024-07-29T09:26:02.953Z (5 months ago)
Topics: compilation, computer-vision, course, data-science, deep-learning, machine-learning, portfolio
Homepage:
Size: 17 MB
Stars: 1
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
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README

        # Mikel Sagardia - Compilation of Course Certificates and Repositories

This is the compilation of most of the courses I have done. I collect certificates, links to repositories, guides, and **notes & code** :smile:.

For more related information, please, visit:

- My **website/blog**: [mikelsagardia.io](https://mikelsagardia.io)

- My **portfolio of projects**: [github.com/mxagar/project_compilation](https://github.com/mxagar/project_compilation)

- The list of my **research papers**: [mikelsagardia.io/publications/](https://mikelsagardia.io/publications/)

- My **resumé**: [https://mikelsagardia.io/assets/MikelSagardia_CV.pdf](https://mikelsagardia.io/assets/MikelSagardia_CV.pdf)

### Table of Contents

- [Mikel Sagardia - Compilation of Course Certificates and Repositories](#mikel-sagardia---compilation-of-course-certificates-and-repositories)

    - [Table of Contents](#table-of-contents)

  - [Machine Learning Courses](#machine-learning-courses)

  - [Software Development \& DevOps Courses](#software-development--devops-courses)

  - [Management \& Finance Courses](#management--finance-courses)

## Machine Learning Courses

| Course | Guide & Code | Course Link | Certificate | My Rating |

| ------ | ------------- | ----------- | ----------- | ------ |

| Deep Learning Nanodegree, Udacity | [Guide & Code](https://github.com/mxagar/deep_learning_udacity) | [Course Link](https://www.udacity.com/course/deep-learning-nanodegree--nd101) | [Certificate](./certificates/Udacity_Deep_Learning_Nanodegree_2022.pdf) | :star: :star: :star: :star: __ |

| Computer Vision Nanodegree, Udacity | [Guide & Code](https://github.com/mxagar/computer_vision_udacity) | [Course Link](https://www.udacity.com/course/computer-vision-nanodegree--nd891) | [Certificate](./certificates/Udacity_Computer_Vision_Nanodegree_2022.pdf) | :star: :star: :star: __ __ |

| Machine Learning DevOps Engineer Nanodegree, Udacity | [Guide & Code](https://github.com/mxagar/mlops_udacity) | [Course Link](https://www.udacity.com/course/machine-learning-dev-ops-engineer-nanodegree--nd0821) | [Certificate](./certificates/Udacity_MLOps_Nanodegree_2023.pdf) | :star: :star: :star: :star: __ |

| IBM Machine Learning Professional Certificate, Coursera / IBM | [Guide & Code](https://github.com/mxagar/machine_learning_ibm) | [Course Link](https://www.coursera.org/professional-certificates/ibm-machine-learning) | [Certificate](./certificates/Coursera_Certificate_MachineLearning_IBM_SPECIALIZATION_2023.pdf) | :star: :star: :star: :star: __ |

| Machine Learning, Coursera / Univ. Stanford | [Guide & Code](https://github.com/mxagar/machine_learning_coursera) | [Course Link](https://www.coursera.org/learn/machine-learning) | [Certificate](./certificates/Coursera_Certificate_MachineLearning_2022.pdf) | :star: :star: :star: :star: :star: |

| Statistics with Python Specialization, Coursera / Uni. Michigan | [Guide & Code](https://github.com/mxagar/statistics_with_python_coursera) | [Course Link](https://www.coursera.org/specializations/statistics-with-python) | [Certificate](./certificates/Coursera_Certificate_StatisticsPython_SPECIALIZATION_2022.pdf) | :star: :star: :star: __ __ |

| Data Science Nanodegree, Udacity | [Guide & Code](https://github.com/mxagar/data_science_udacity) | [Course Link](https://www.udacity.com/course/data-scientist-nanodegree--nd025) | [Certificate](#) | :star: :star: :star: :star: __ |

| Hyperparameter Optimization for Machine Learning, Udemy | [Guide & Code](https://github.com/mxagar/hyperparameter-optimization) | [Course Link](https://www.udemy.com/course/hyperparameter-optimization-for-machine-learning/) | [Certificate](./certificates/Udemy_Certificate_Hyperparameter_Optimization_2023.pdf) | :star: :star: :star: :star: __ |

| MLflow in Action - Master the art of MLOps using MLflow tool, Udemy | [Guide & Code](https://github.com/mxagar/mlflow_guide) | [Course Link](https://www.udemy.com/course/mlflow-course) | [Certificate](./certificates/Udemy_Certificate_MLflow_2024.pdf) | :star: :star: :star: :star: __ |

| Python for Data Science and Machine Learning Bootcamp, Udemy | [Guide & Code](https://github.com/mxagar/data_science_python_tools) | [Course Link](https://www.udemy.com/course/python-for-data-science-and-machine-learning-bootcamp/) | [Certificate](./certificates/Udemy_Certificate_DataScience_MachineLearning_2021.pdf) | :star: :star: :star: :star: __ |

| Python for Computer Vision with OpenCV and Deep Learning, Udemy | [Guide & Code](https://github.com/mxagar/data_science_python_tools) | [Course Link](https://www.udemy.com/course/python-for-computer-vision-with-opencv-and-deep-learning/) | [Certificate](./certificates/Udemy_Certificate_OpenCV_2021.pdf) | :star: :star: :star: :star: __ |

| Natural Language Processing (NLP) with Python, Udemy | [Guide & Code](https://github.com/mxagar/nlp_guide) | [Course Link](https://www.udemy.com/course/nlp-natural-language-processing-with-python/) | [Certificate](./certificates/Udemy_Certificate_NLP_Python_2022.pdf) | :star: :star: :star: :star: __ |

| Practical AI and Reinforcement Learning with Python, Udemy | [Guide & Code](https://github.com/mxagar/data_science_python_tools/blob/main/24_ReinforcementLearning/ReinforcementLearning_Guide.md) | [Course Link](https://www.udemy.com/course/practical-ai-with-python-and-reinforcement-learning/) | [Certificate](./certificates/Udemy_Certificate_AI_ReinforcementLearning_2022.pdf) | :star: :star: :star: __ __ |

| Complete Tensorflow 2 and Keras Deep Learning Bootcamp, Udemy | [Guide & Code](https://github.com/mxagar/data_science_python_tools) | [Course Link](https://www.udemy.com/course/complete-tensorflow-2-and-keras-deep-learning-bootcamp/) | [Certificate](./certificates/Udemy_Certificate_Keras_Tensorflow_DL_2022.pdf) | :star: :star: :star: :star: __ |

| Optical Character Recognition (OCR) in Python, Udemy | [Guide & Code](https://github.com/mxagar/ocr_guide) | [Course Link](https://www.udemy.com/course/ocr-optical-character-recognition-in-python/) | [Certificate](./certificates/Udemy_Certificate_OCR_2023.pdf) | :star: :star: :star: __ __ |

| Hugging Face Bootcamp, Udemy | [Guide & Code](https://github.com/mxagar/tool_guides/tree/master/hugging_face) | [Course Link](https://www.udemy.com/course/complete-hugging-face-bootcamp) | [Certificate](./certificates/Udemy_Certificate_HuggingFace_2024.pdf) | :star: :star: :star: __ __ |

| LangChain Bootcamp, Udemy | [Guide & Code](https://github.com/mxagar/tool_guides/tree/master/langchain) | [Course Link](https://www.udemy.com/course/langchain-with-python-bootcamp) | [Certificate](./certificates/Udemy_Certificate_LangChain_2024.pdf) | :star: :star: :star: __ __ |

## Software Development & DevOps Courses

| Course | Guide & Code | Course Link | Certificate | My Rating |

| ------ | ------------- | ----------- | ----------- | ------ |

| Accelerated Computer Science Fundamentals Specialization, Coursera / Univ. Illinois | [Guide & Code](https://github.com/mxagar/accelerated_computer_science_coursera) | [Course Link](https://www.coursera.org/specializations/cs-fundamentals) | [Certificate](./certificates/Coursera_Certificate_AcceleratedCS_SPECIALIZATION_2022.pdf) | :star: :star: :star: __ __ |

| Design Patterns in Python, Udemy | [Guide & Code](https://github.com/mxagar/design_patterns_notes) | [Course Link](https://www.udemy.com/course/design-patterns-python/) | [Certificate](./certificates/Udemy_Certificate_DesignPatterns_2024.pdf) | :star: :star: :star: :star: __ |

| Docker Mastery, Udemy | [Guide & Code](https://github.com/mxagar/tool_guides/tree/master/docker_swarm_kubernetes) | [Course Link](https://www.udemy.com/course/docker-mastery/) | [Certificate](./certificates/Udemy_Certificate_DockerSwarmKubernetes_2021.pdf) | :star: :star: :star: :star: __ |

| Introduction to Containers with Docker, Kubernetes and OpenShift, Coursera / IBM | [Guide & Code](https://github.com/mxagar/software_devops_ibm/blob/main/08_Docker_Kubernetes/README.md) | [Course Link](https://www.coursera.org/learn/ibm-containers-docker-kubernetes-openshift) | [Certificate](./certificates/Coursera_Certificate_Kubernetes_2024.pdf) | :star: :star: :star: __ __ |

| GitLab CI: Pipelines, CI/CD and DevOps for Beginners, Udemy | [Guide & Code](https://github.com/mxagar/cicd_guide) | [Course Link](https://www.udemy.com/course/gitlab-ci-pipelines-ci-cd-and-devops-for-beginners/) | [Certificate](./certificates/Udemy_Certificate_Gitlab_CICD_2021.pdf) | :star: :star: :star: __ __ |

| Dive into Ansible, Udemy | [Guide](https://github.com/mxagar/tool_guides/tree/master/ansible) & [Code](https://github.com/mxagar/diveintoansible) | [Course Link](https://www.udemy.com/course/diveintoansible/) | [Certificate](./certificates/Udemy_Certificate_Ansible_2021.pdf) | :star: :star: :star: __ __ |

| SQL Bootcamp, Udemy | [Guide & Code](https://github.com/mxagar/sql_guide) | [Course Link](https://www.udemy.com/course/the-complete-sql-bootcamp/) | [Certificate](./certificates/Udemy_Certificate_SQL_2022.pdf) | :star: :star: :star: :star: __ |

| AZ-900: Microsoft Azure Fundamentals, Udemy | [Guide & Code](https://github.com/mxagar/azure_guide) | [Course Link](https://www.udemy.com/course/az900-azure/) | [Certificate](./certificates/Udemy_Certificate_Azure_AZ900_2024.pdf) | :star: :star: :star: :star: __ |

| Complete Guide to Elasticsearch, Udemy | [Guide & Code](https://github.com/mxagar/elastic_search_guide) | [Course Link](https://www.udemy.com/course/elasticsearch-complete-guide) | [Certificate](./certificates/Udemy_Certificate_Elasticsearch_2024.pdf) | :star: :star: :star: :star: __ |

## Management & Finance Courses

| Course | Guide & Code | Course Link | Certificate | My Rating |

| ------ | ------------- | ----------- | ----------- | ------ |

| Financial Accounting, Coursera | [Guide & Code](https://github.com/mxagar/foundations_management_iese_coursera) | [Course Link](https://www.coursera.org/learn/financial-accounting?specialization=foundations-management) | [Certificate](./certificates/Coursera_Certificate_IESE_Management_Accounting_2022.pdf) | :star: :star: :star: :star: __ |

| Financial Markets, Coursera / Univ. Yale | [Guide](https://github.com/mxagar/finance_accounting_courses/tree/main/financial_markets) | [Course Link](https://www.coursera.org/learn/financial-markets-global) | [Certificate](./certificates/Coursera_Certificate_FinancialMarkets_2021.pdf) | :star: :star: :star: :star: __ |

| Python for Financial Analysis, Udemy | [Guide & Code](https://github.com/mxagar/finance_accounting_courses/tree/main/python_finance) | [Course Link](https://www.udemy.com/course/python-for-finance-and-trading-algorithms/) | [Certificate](./certificates/Udemy_Certificate_Python_Financial_2021.pdf) | :star: :star: :star: :star: __ |

| Learning How to Learn: Powerful mental tools to help you master tough subjects, Coursera | [Guide](https://github.com/mxagar/learning_to_learn_coursera/blob/main/Learn_How_To_Learn_Coursera.md) | [Course Link](https://www.coursera.org/learn/learning-how-to-learn) | [Certificate](./certificates/Coursera_Certificate_LearningHowToLearn_2021.pdf) | :star: :star: :star: :star: __ |