Become Machine Learning Engineer

سرفصل های دوره

Master machine learning algorithms, data preprocessing, and real-world model deployment with Python and essential tools.

1 - Logistic Regression Fundamentals

1 -Logistic Regression From Zero to Hero

2 -Demystifying Logistic Regression Math

3 -Logistic Regression Real-World Examples

2 - Data Preparation and Evaluation

1 -Data Cleaning The Unsung Hero of ML

2 -Feature Engineering Magic Transform Your Data

3 -Know Your Model Essential Evaluation Metrics

3 - Logistic Regression for NLP

1 -NLP for Beginners Start with Logistic Regression

2 -Supercharge Your NLP with Advanced Techniques

3 -Transfer Learning The NLP Shortcut You Need

4 - Logistic Regression in Action COVID-19 Case Study

1 -Taming COVID-19 Data A Data Scientists Guide

2 -Unmasking COVID-19 Trends Data-Driven Insights

3 -The Machine Learning Lifecycle From Data to Deployment

5 - Text Preprocessing and EDA

1 -Text Preprocessing Clean Up Your Act

2 -Advanced Text Preprocessing Unlock Hidden Patterns

3 -Telling Stories with Text Data EDA Mastery

6 - Feature Engineering for NLP

1 -Feature Engineering The Secret to NLP Success

2 -Optimize Your Model Hyperparameter Tuning Tips

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تولید کننده: Udemy