pmdarius/ibm-machine-learning-professional-certificate1

This is all my notebooks, lab solutions, and assignments for the IBM Machine Learning Professional Certificate on Coursera.

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IBM Machine Learning Professional Certificate

This repo consists of my lab solutions, projects, and notebooks for IBM Machine Learning Professional Certificate on Coursera.

About the certificate

The IBM Machine Learning Professional Certificate consists of 6 courses that provide solid theoretical understanding and considerable practice of the main algorithms, uses, and best practices related to Machine Learning. The Professional Certificate has a strong emphasis on developing the skills that help advance a career in Machine Learning. All the courses include a series of hands-on labs and final projects.

Throughout this Professional Certificate, I gained exposure to a series of tools, libraries, cloud services, datasets, algorithms, assignments and projects that provide practical skills with applicability to Machine Learning jobs. These skills include:

• Tools: Jupyter Notebooks and Watson Studio
• Libraries: Pandas, NumPy, Matplotlib, Seaborn, ipython-sql, Scikit-learn, ScipPy, Keras, and TensorFlow.

Courses:

1. Exploratory Data Analysis for Machine Learning
2. Supervised Machine Learning: Regression
3. Supervised Machine Learning: Classification
4. Unsupervised Machine Learning
5. Deep Learning and Reinforcement Learning
6. Machine Learning Capstone

Disclaimer

The files uploaded here are only for reference.