Lessons Learned After 8.5 Years of ML
Machine Learning Lessons Learned After 8.5 Years of ML Patience, Optimism, Discipline, Projects, Teams Pascal Janetzky Jul 23, 2026 6 min read Share Image by Rajav Shrestha from Unsplash It is now already more than eight years that I have spent with machine learning. The more I get to know this field the more I am astounded by how diverse it is. When I started my studies of machine learning, the only thing I back then knew about it was the classic machine learning techniques, such as KNN or clustering algorithms.
- ▪Machine Learning Lessons Learned After 8.5 Years of ML Patience, Optimism, Discipline, Projects, Teams Pascal Janetzky Jul 23, 2026 6 min read Share Image by Rajav Shrestha from Unsplash It is now already more than eight years that I have s
- ▪The more I get to know this field the more I am astounded by how diverse it is.
- ▪When I started my studies of machine learning, the only thing I back then knew about it was the classic machine learning techniques, such as KNN or clustering algorithms.
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Machine Learning Lessons Learned After 8.5 Years of ML Patience, Optimism, Discipline, Projects, Teams Pascal Janetzky Jul 23, 2026 6 min read Share Image by Rajav Shrestha from Unsplash It is now already more than eight years that I have spent with machine learning. The more I get to know this field the more I am astounded by how diverse it is. When I started my studies of machine learning, the only thing I back then knew about it was the classic machine learning techniques, such as KNN or clustering algorithms. Now, with more than eight years of further experience, I think that the field is so broad that no single person can understand all of this.
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