From the course: Artificial Intelligence Foundations: Machine Learning
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Your machine learning journey
From the course: Artificial Intelligence Foundations: Machine Learning
Your machine learning journey
- Congratulations on reaching the end of the course. You should feel proud of what you've accomplished. During our time together, we talked about the transformative power of machine learning, but this course was more than just theory. You navigated the entire machine learning lifecycle through practical hands-on examples. You learned how to classify flowers, predict the cost of homes, and analyze stop-and-search data to predict crime, all using machine learning. We started by understanding the foundations of machine learning and then learned how to frame machine learning problems. Next, we explored the tools used to implement a machine learning system and data preparation steps. You learned that most of your time in the machine learning lifecycle is spent cleaning and processing raw data to put it in a format a machine can learn from. After data preparation, you learned how to train a custom machine learning model and evaluate its performance. We wrapped up with operationalizing our…
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