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#Art & Design #Adobe #ChatGPT #GitHub

#One Hot Encoding

Showing: 7 courses

Feature Engineering

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Learn essential feature engineering techniques for data preprocessing, including encoding, scaling, handling missing values, and addressing imbalanced datasets to improve machine learning model performance.
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16 Lesons
13 hours
On-Demand
Free-Video
Keith Galli

Full Data Science Mock Interview Featuring Kylie Ying

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Comprehensive mock data science interview covering bot detection on social media, featuring behavioral questions, feature selection, model implementation, dataset creation, and technical details.
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9 Lesons
1 hour 28 minutes
On-Demand
Free-Video
LiquidBrain Bioinformatics

TCGA Biomarkers Identification Using Machine Learning - Complete Walkthrough

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Comprehensive walkthrough on using machine learning to identify TCGA biomarkers, covering data preparation, neural network construction, and gene set enrichment analysis.
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16 Lesons
50 minutes
On-Demand
Free-Video
StatQuest with Josh Starmer

Classification Trees in Python from Start to Finish

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Comprehensive guide to building and optimizing classification trees in Python, covering data preparation, model construction, pruning techniques, and visualization.
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12 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

How to Create Melody Sequences to Train a Neural Network

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Generate melody sequences for RNN-LSTM training: learn to create time series data, map songs to lists, and prepare inputs using one-hot encoding for neural network-based melody generation.
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14 Lesons
31 minutes
On-Demand
Free-Video
Samuel Chan

PyTorch Datasets, DataLoaders and Transforms - GPU Series Part 3

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Explore PyTorch's data handling tools: Datasets, DataLoaders, and Transforms. Learn to prepare, visualize, and optimize data for GPU-accelerated deep learning using Fashion-MNIST dataset.
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5 Lesons
30 minutes
On-Demand
Free-Video
PyCon US

Feature Engineering is for Everyone

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Explore feature engineering techniques for data visualization, automation, and machine learning. Learn to create and select features from various data types using encodings, vectorization, and date manipulation.
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1 Lesons
2 hours 17 minutes
On-Demand
Free-Video