Artificial Intelligence & Machine Learning with Python - The complete course for ML and AI from Zero

via Skillshare

Overview

Embark on a comprehensive journey into the world of Artificial Intelligence (AI) and Machine Learning (ML) with Python. Whether you're fascinated by predicting stock prices, forecasting weather conditions with precision, or classifying handwritten digits with improved accuracy, this course is tailored for enthusiasts ready to dive deep into the realms of AI and ML from the ground up.

Delve into essential AI concepts using Python, covering a wide array of topics including Neural Networks, Classification Methods, Regression Analysis, and Optimization Methods. From understanding the basics to applying what you've learned in practical projects, this course is structured to enhance your learning experience progressively.

Master the art of forecasting with Neural Networks through Keras and LSTMs, learning to predict various outcomes such as Google stock prices, NASDAQ indexes, New York's temperature, and wind speed with high precision. Further, gain expertise in classification and regression techniques, leveraging sklearn's MLPclassifier and the Keras library to make predictions across diverse datasets.

Explore advanced classification methodologies using k-Nearest Neighbors, Bayes, Support Vector Machine, and Logistic Regression to achieve high accuracy in sorting well-known datasets. The course also covers regression methods like Linear, Multi-Linear, and Polynomial Regression, equipping you with the skills to estimate outcomes for datasets ranging from random numbers to Boston house prices.

Moreover, delve into bio-inspired algorithms such as Genetic Algorithm and Particle Swarm Optimization Method, learning the theory behind these techniques and applying them to solve optimization problems using the python and deap library.

This complete course, offered by Skillshare under the category of Artificial Intelligence Courses, empowers you to take action towards mastering AI and ML. Don't let time slip away; every moment is precious. Join now and take your first step towards becoming proficient in AI and ML with Python.