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163 видео
Part 2: Best Settings to Initialize Your NN with
How to fix missing values in your data
How to use the Pandas GroupBy function | Pandas tutorial
How to fix missing values in data - Part 2
Splitting the data into training, testing and validation datasets
How to Build a Streamlit App (Beginner level Streamlit tutorial) - Part 1
When Should You Use L1/L2 Regularization
How to Use Learning Rate Scheduling for Neural Network Training
What is one-hot encoding?
Python vs. R comparison (by a die-hard Python fan)
Basics of Convolutional Neural Networks
How to Set up a Data Science Development Environment
How to Reshape Dataframes | Pivot, Stack, Melt and More
Pandas Functions: Three Ways to Use the Apply Function
Fixing missing values in data - Part 1
How to Implement Regularization on Neural Networks
Neural Networks Hyperparameters Explained | How to set up your neural network
Pandas Functions: Apply vs. Map vs. Applymap
How (and Why) to Use Mini-Batches in Neural Networks
Find missing values in data with Pandas | Beginner tutorial
LSTMs and GRUs
Feature Engineering: Integrate a new data source into your dataset
Python or R: Data Professor answers!
Feature Engineering: Create new features using existing data
It only takes 2 minutes to master your tasklist. Productivity tips from
Step-by-Step Preparing and Training a Machine Learning Model
Improve Machine Learning Model Performance with Tuning
Hands-on Data Science course: Let's build a project together from scratch!
Is your model actually that good? Validating Machine Learning Models
Making Your Project Presentable: Last Touches for an Impressive Portfolio
The Basics of Evaluating Machine Learning Projects
Extract Hour, Day, Month Info from Pandas DateTime
Bonus lesson: Turning a Regression Problem into a Classification Problem
How Collecting Data Works on a Real-Life Data Science Project
Fixing Incorrect Column Types in Pandas to Prepare Data for ML
Key Concepts and Techniques for Natural Language Processing
Starting out on YouTube: why the Data Professor got into the YT business
How to Train a Benchmark Model for your Machine Learning Project
Creating a GitHub Repository for a Data Science Project
Tuning a Neural Network | Deciding on next steps to take
How to Implement RNNs in Keras
How are training and tuning different?
CNN follow along calculations
What is the Optimal Performance of a Neural Network?
Data Visualization Libraries For Python
How to Implement CNNs in Keras
How to Understand What's Wrong with a Neural Network
Training a Network for Better Performance
How to Tune a Neural Network
Basics of Recurrent Neural Networks
