Welcome to my Deep Learning Assignments Showcase! This repository serves as a showcase of assignments completed during my studies in deep learning specialization by deeplearning.ai . It provides a glimpse into the practical knowledge and skills I have acquired through these courses, making it a valuable resource for potential recruiters and anyone interested in my deep-learning expertise.
The assignments in this repository represent my journey through the following five courses:
- Neural Networks and Deep Learning
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization, and Optimization
- Structuring Machine Learning Projects
- Convolutional Neural Networks
- Sequence Models
Throughout these courses, I have gained proficiency in the following areas:
- Building and training neural networks for various tasks.
- Optimizing model performance through hyperparameter tuning and regularization techniques.
- Structuring machine learning projects for efficient development and deployment.
- Designing and implementing convolutional neural networks for image-related tasks.
- Leveraging sequence models for natural language processing and time-series analysis.
The repository is organized to showcase my assignments and the skills I have honed in each course:
Neural_Networks_and_Deep_Learning/: Assignments from the Neural Networks and Deep Learning course.Improving_Deep_Neural_Networks/: Assignments from the Improving Deep Neural Networks: Hyperparameter Tuning, Regularization, and Optimization course.Structuring_Machine_Learning_Projects/: Assignments from the Structuring Machine Learning Projects course.Convolutional_Neural_Networks/: Assignments from the Convolutional Neural Networks course.Sequence_Models/: Assignments from the Sequence Models course.
Potential recruiters and interested parties can explore the assignments in each course folder to witness my practical application of machine learning and deep learning concepts. These assignments demonstrate my ability to solve real-world problems using state-of-the-art techniques in the field.
As this repository primarily serves as a showcase, contributions are not expected. However, if you have any questions or would like to discuss my work further, please don't hesitate to reach out.
Thank you
