[ FreeCourseWeb.com ] Practical Machine Learning (2024)
File List
- ~Get Your Files Here !/4. Train Models/3. Train a PyTorch neural net model.mp4 75.9 MB
- ~Get Your Files Here !/1. Introduction/4. Common applications for ML [optional].mp4 68.2 MB
- ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 18.4 MB
- ~Get Your Files Here !/5. Deploy Models/1. What is ML in Production.mp4 18.0 MB
- ~Get Your Files Here !/4. Train Models/1. Train models using tools from industry like scikit learn and xgboost.mp4 16.1 MB
- ~Get Your Files Here !/5. Deploy Models/3. Metrics and Monitoring.mp4 15.6 MB
- ~Get Your Files Here !/2. Data Analysis/1. Intro working with datasets to identify key insights.mp4 9.9 MB
- ~Get Your Files Here !/1. Introduction/2. Define the roles and responsibilities of a machine learning engineer.mp4 9.6 MB
- ~Get Your Files Here !/3. Data Pipelines/1. What is an ETL pipeline.mp4 6.8 MB
- ~Get Your Files Here !/6. Outro/1. That's all folks!.mp4 3.8 MB
- ~Get Your Files Here !/2. Data Analysis/3. The power of pandas.mp4 2.2 MB
- ~Get Your Files Here !/3. Data Pipelines/1.1 L8_ ETLs.pdf 59.1 KB
- ~Get Your Files Here !/2. Data Analysis/3.2 L7_ The Power of Pandas.pdf 54.9 KB
- ~Get Your Files Here !/3. Data Pipelines/2. Introduction to Airflow [optional].html 6.4 KB
- ~Get Your Files Here !/Bonus Resources.txt 386 bytes
- Get Bonus Downloads Here.url 183 bytes
- ~Get Your Files Here !/2. Data Analysis/3.1 Different ways to use pandas and their performance implications.html 149 bytes
- ~Get Your Files Here !/4. Train Models/3.1 Colab notebook follow along.html 146 bytes
- ~Get Your Files Here !/2. Data Analysis/5. Exploring some nba player data.html 127 bytes
- ~Get Your Files Here !/3. Data Pipelines/3. Introduction to Prefect Creating your first data workflow.html 127 bytes
- ~Get Your Files Here !/3. Data Pipelines/4. Let's migrate our NBA player data exploration into a workflow.html 127 bytes
- ~Get Your Files Here !/4. Train Models/2. Making predictions off NBA player data.html 127 bytes
- ~Get Your Files Here !/5. Deploy Models/2. Deploying a PyTorch neural net model.html 127 bytes
- ~Get Your Files Here !/1. Introduction/3. A day in the life as an ML engineer.html 123 bytes
- ~Get Your Files Here !/2. Data Analysis/2. Getting familiar with some 2020 census data.html 123 bytes
- ~Get Your Files Here !/2. Data Analysis/4. Exploring some additional census data.html 123 bytes
- ~Get Your Files Here !/1. Introduction/4.1 Good fraud dataset on Kaggle.html 122 bytes
- ~Get Your Files Here !/3. Data Pipelines/2.1 We choose Prefect in place of Airflow for our guided assignment.html 120 bytes
- ~Get Your Files Here !/2. Data Analysis/3.4 Pandas User Guide.html 113 bytes
- ~Get Your Files Here !/2. Data Analysis/3.3 Pandas Cheat Sheet.html 109 bytes
- ~Get Your Files Here !/2. Data Analysis/1.1 Welcome to Colaboratory.html 102 bytes
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