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90 видео
The BEST Tool to Manage Python Dependencies
Create Observable and Reproducible Notebooks with Hex: Why Hex (Part 1)
Processing Text in Python Within One Line of Code with TextBlob
How to Validate Your pandas DataFrame with Pandera and data class
Automatically Format Your Python Code with black
Why Should You Use DVC to Version Control Your Data and Models?
Extract Elements from a URL in Python with yarl
Check the Style and Quality of Your Python Code with flake8
Create Fake File System in Memory for Testing in Python with pyfakefs
Check for Missing Docstrings in Python with interrogate
Generate Synthesis Pandas DataFrame for Testing in Python with Pandera and Hypothesis (Part 1)
Online Machine Learning in Python with River (Part 2) - Deal with Imbalanced Data
Improve Code Readability with Named Slices in Python
Validate Python Input Values for a Machine Learning Application with Pydantic
Automatically Rerun Modified Components of a Pipeline with DVC and GitHub actions (Part 2)
Eliminate Negative Engineering with Prefect
Assign Behaviors to a Python Function Based on Data Types With Functools Singledispatch
Check Inputs and Outputs of Your Python Function in a Data Science Project
How to Create Human-Readable Regular Expressions in Python
Git for Data Scientists: Learn Git through Examples
Return a Default Value from a Dictionary Using collections defaultdict
Tasks in Prefect - Add Observability to Your Data Pipeline in Python
How to Apply Advanced Checks on Your Pandas DataFrame Using Pandera
Generate a New Function with Fewer Arguments Using Functools Partial
Loguru: Simple as Print, Flexible as Logging
Flow in Prefect - Supercharge Your Data Pipeline in Python
Automatically Rerun Modified Components of a Pipeline with DVC and GitHub Actions (Part 1)
How to Version Control Your Data and Models with DVC
Create Pairs of Values from a Python List with itertools: An Alternative to Double For Loops
pytest fixture: Use One Test Case for Multiple Tests
Count The Occurrences of Items in a List with collections Counter
How to Use Secret Information in a Python Script
Automate Code Reviewing and Formatting in Python with pre-commit
BentoML: Create a Machine Learning Powered API in a Few Lines of Code
BentoML: Create a Custom Machine Learning Powered API with Pydantic
How to Preprocess Text in ONE Line of Code
Hydra: Configure Complex Applications in Python - Useful Features
Convert Numbers to Words in Python with num2words
Deploy a Data Pipeline with Prefect (Part 1) - What is a Deployment
Subflows in Prefect: Organize Data Pipelines in Python
Online Machine Learning in Python with River
pytest parametrize: Test One Function with Multiple Test Cases
Generate Synthesis Pandas DataFrame for Testing in Python with Pandera and Hypothesis (Part 2)
Generate Synthesis Pandas DataFrame for Testing in Python with Pandera and Hypothesis (Part 3)
Check Static Types in Python with mypy
How to Validate Your pandas DataFrame with Pandera
Stop Hard Coding Values - Use Config Files Instead
Create Observable and Reproducible Notebooks with Hex: Integrate Hex with Prefect (Part 2)
Hydra: Configure Complex Application in Python
Build a Fully Automated Data Drift Detection Pipeline
