- Išparduota
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- Autorius: Oliver Theobald
- Metai: 2020
- Puslapiai: 181
- ISBN: 9781549617218
- Formatas: 15,5 x 23 cm, minkšti viršeliai
- Kalba: Anglų
Machine Learning for Absolute Beginners: A Plain English Introduction (el. knyga) (skaityta knyga) | knygos.lt
Atsiliepimai
Aprašymas
In This Step-By-Step Guide You Will Learn
• How to download free datasets
• What tools and machine learning libraries you need
• Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data
• Preparing data for analysis, including k-fold Validation
• Regression analysis to create trend lines
• k-Means Clustering to find new relationships
• The basics of Neural Networks
• Bias/Variance to improve your machine learning model
• Decision Trees to decode classification, and
• How to build your first Machine Learning Model to predict house values using Python
- Autorius: Oliver Theobald
- Metai: 2020
- Puslapiai: 181
- ISBN: 9781549617218
- Formatas: 15,5 x 23 cm, minkšti viršeliai
- Kalba: Anglų
In This Step-By-Step Guide You Will Learn
• How to download free datasets
• What tools and machine learning libraries you need
• Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data
• Preparing data for analysis, including k-fold Validation
• Regression analysis to create trend lines
• k-Means Clustering to find new relationships
• The basics of Neural Networks
• Bias/Variance to improve your machine learning model
• Decision Trees to decode classification, and
• How to build your first Machine Learning Model to predict house values using Python
Atsiliepimai