Maruf Bepary

Artificial Intelligence

Skills for certificate:

Deep Learning

Artificial Intelligence

Data Science

Hyperparameters

Boosting

Data Visualisation

Neural Networks

Keras

Pandas

NumPy

Matplotlib

Seaborn

Scikit Learn

Jupyter Notebooks

OpenAI

Replicate AI

Artificial Intelligence

This is the page displaying all the material related to Artificial Intelligence. This can include projects, blogs, certificates, university modules and work experience along with sub-skills.

Material

Magician AI cover image

Magician AI

Magician AI is a SaaS platform that leverages AI to enable users to generate various media types and have dynamic conversations. Developing this project allowed me to explore Stripe, Clerk authentication, and unique AI APIs.

Quizmify cover image

Quizmify

An intuitive platform for dynamic quiz generation. Users can test their knowledge across various topics, choosing between multiple-choice questions or fill-in-the-gap style challenges. With immediate feedback and score tracking, users enhance their understanding.

Machine Learning Algorithms & Techniques Lab

Practicing various Machine Learning algorithms and techniques. This includes supervised, unsupervised, and reinforcement learning algorithms, as well as feature engineering, data preprocessing, and hyperparameter tuning. Some additional content in the field of Deep Learning and Neural Networks are also covered.

Reinforcement Learning Lab

Practicing various Reinforcement Learning algorithms and techniques. This includes Q-Learning, Deep Q-Learning, and Asynchronous Advantage Actor-Critic (A3C) algorithms.

Machine Learning Theory Practice

A collection of machine learning theory questions and answers. This is used to practice for exams and tests.

Machine Learning & Data Science Lab

This lab mainly focuses on learning generative models, using third-party models and using advanced techniques. This includes techniques such as transfer learning, LLM Agents, and Generative Models.

Related Skills