Start your journey to becoming a machine learning engineer by mastering the fundamentals of coding with Python. Learn machine learning techniques, data manipulation, and visualization. As you progress, you'll explore object-oriented programming and the machine learning process, gaining hands-on experience with machine learning algorithms and tools like scikit-learn. Tackle practical projects, including predicting auto insurance payments and customer segmentation using K-means clustering. Finally, explore the deep learning models with convolutional neural networks and apply your skills to an AI-powered image colorization project.
Learning Objectives
A firm grasp of basic coding concepts and computational problem-solving in Python, setting a solid foundation for machine learning for beginners.
An understanding of the fundamentals of machine learning and building linear regression and classification models using various machine learning methods and algorithms.
The ability to use data preprocessing and modeling techniques with machine learning tools like scikit-learn, focusing on feature extraction, scaling, and decision trees.
Exploration of building and fine-tuning neural networks, and applying deep learning models to classify nonlinear data using support vector machines through hands-on exercises.
A comprehensive understanding of deep learning with convolutional neural networks (CNNs) and applying these skills to AI-powered projects, such as image colorization.
Path Content
Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.
I highly recommend Educative. The courses are well organized and easy to understand.
I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.
I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.
Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.
I highly recommend Educative. The courses are well organized and easy to understand.
I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.