Machine Learning for Interviews & Research and DL basics

Machine Learning, Linear Regression, PCA, Neural Networks, Hyperparameters, Deep Learning, Keras, Clustering, Case Study

Created by: Learn with Amine
PhD, AWS ML Specialty & Snr Data Scientists Creators Group

What Will I Learn?

• Fundamentals of machine learning and deep learning with respect to big data applications.
• Machine learning and deep learning concepts required to give data science interviews.
• Suite of tools for exploratory data analysis and machine learning modeling.
• Coding-based case studies

Requirements

• Basic knowledge of programming is required.
• No prior data science experience required.
• Basic statistics and mathematics knowledge will be helpful

Target audience

• Machine learning enthusiasts, scholars or anyone seeking to hone the data science skills necessary
• Beginner and intermediate developers interested in data science.