ChatGPT: Master Machine Learning (AI) using ChatGPT

سرفصل های دوره

Learn Data Science, Machine Learning and Deep Learning Techniques in Python using the power of ChatGPT prompts

1 - Introduction to Data Science and Python

1 - Introduction to Python

2 - Explore and analyze a dataset of your choice using Python and Pandas

2 - Linear Regression

3 - Build a linear regression model to predict housing prices

3 - Decision Trees and Random Forest

4 - Implement a decision tree algorithm to classify iris flowers

5 - Use Random Forest to classify whether a bank loan will default or not

4 - Unsupervised Learning

6 - Use Kmeans clustering algorithm to segment customers by purchasing behavior

5 - Gradient Boosting

7 - Build a gradient boosting model for anomaly detection in network traffic

6 - Natural Language Processing NLP

8 - Use natural language processing techniques to analyze sentiment in a set of movi

7 - Deep Learning

9 - Create a neural network to classify images of handwritten digits

10 - Use DL to create a model that can generate new text

11 - Create a deep learning model for image segmentation

8 - Time series and Forecasting

12 - Build a time series forecasting model to predict stock prices

9 - Recommender Systems

13 - Build a recommendation system to suggest products to online shoppers

10 - Web Scraping and Big Data

14 - Create a web scraping script to collect data from the internet

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تولید کننده: Udemy-Training