No detailed description available for "Building Data Science Solutions with Anaconda".
Sprache
Verlagsort
Basel/Berlin/Boston
Großbritannien
Zielgruppe
Editions-Typ
Produkt-Hinweis
Dateigröße
ISBN-13
978-1-80056-156-4 (9781800561564)
Schweitzer Klassifikation
Meador Dan:
Dan Meador is an Engineering Manager at Anaconda and is the creator of Conda as well as a champion of open source at Anaconda. With a history of engineering and client facing roles, he has the ability to jump into any position. He has a track record of delivering as a leader and a follower in companies from the Fortune 10 to startups.
Table of Contents - Understanding the AI/ML Landscape
- Analyzing Open Source Software
- Using Anaconda Distribution to Manage Packages
- Working with Jupyter Notebooks and NumPy
- Cleaning and Visualizing Data
- Overcoming Bias in AI/ML
- Choosing the Best AI Algorithm
- Dealing with Common Data Problems
- Building a Regression Model with scikit-learn
- Explainable AI - Using LIME and SHAP
- Tuning Hyperparameters and Versioning Your Model
