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Data Science Garage @UCLhx5RCmUl3cOti6vJq0DPA@youtube.com

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Python Programming Tips and advices, Machine Learning (ML),


09:06
Simpson Paradox - Explained with Simple Example
08:28
How to run LLM locally with ollama | Python example
10:00
Configuration parameters for LLMs | Clearly Explained
15:27
Get LLM output as Python object with Langchain and Pydantic | Hands-on tutorial
13:08
SequentialChain with LangChain - Python Example (explained)
09:06
Get Started with LangChain LLM Models - Step by Step with Python
08:05
Build Custom Text Classification Model with Only Few Sample | Spacy and Setfit
13:13
Data Scientist Role | My Roadmap
21:49
Polars vs Pandas | detailed test with explained results
13:48
20 AI tools that makes your life easier | Review
11:54
Load data from AWS S3 to Snowflake Worksheet with SQL
05:14
SQL with Python with Polars DataFrame library (hands-on tutorial)
08:12
OpenAI API with Python | 3 Use Cases with codes
16:43
OpenAI Whisper - Fine tune to Lithuanian | step-by-step with Python
20:52
Train Machine Learning Model with SparkML (...and Python) | Hands-on tutorial
18:30
Find Outliers with AutoEncoder - Full Tutorial (Hands-on and Theory)
12:27
How to use Youtube API to extract YT channel data with Python (Step by step)
02:42
BI-DIRECTIONAL ATTENTION | Explained in high level
07:24
SELF-ATTENTION in NLP | How does it works? - Explained
15:50
ENCODER-DECODER Attention in NLP | How does it works - Explained
15:01
Github Action to AWS ECR (Docker Image) | Full Hands-on Tutorial
10:54
Cython vs. Python - 3k times faster code! | Test
14:31
Data Versioning Control with Real ML Project | Hands-On Lesson #1
04:15
Correlation Test with p-value? Yes! | Pandas vs. Scipy
04:11
Make Better Heatmap With Seaborn in Python
08:40
How to upload Pandas DataFrame to GCP Bucket with Python script
21:44
How to build ML Architecture with AWS SageMaker + Lambda + API Gateway | HANDS-ON TUTORIAL
06:20
Improve Your Python Code with dict.get() Method
16:41
How SHAP value is calculated? It is not hard! (simple example)
08:48
Get Started with Rust in Python with this Great Book! | Review
12:42
Deploy Flask application to AWS Elastic Beanstalk as a web app. | PART #2
21:31
Run Pandas as Fast as Spark - 10 useful practical functions
26:09
K-Means Python script to Flask application (step by step) - PART #1
06:55
Install Jenkins on AWS EC2 Instance
14:10
Send Slack Messages with This Python Script! - Clearly explained | Slack API Bot
11:20
Kubernetes Explained | High Level Explanation
11:55
AWS CodeCommit tutorial: your first Repo, Commit and Push
13:30
Set-up a custom BERT Tokenizer for any language
17:46
Dockerize Flask API application with Dockerfile and Docker Compose
03:03
NeRF - Neural Radiance Fields for View Synthesis (2D to 3D) - DEMO
03:10
Compare ML Models in few clicks with PyCaret in Python - DEMO
32:20
How to install Kubernetes on Ubuntu 18.04 | 9 STEPS | explained
22:02
Python for Geeks. Book review with comments (2021)
13:41
Hyperparameter tuning for Ensemble of ML models (Simple Python Example)
04:18
How to Use apply() function to Return Multiple Columns in Pandas DataFrame
09:14
AWS IAM: Users, Groups, Roles, and Policies
18:46
Microservices with FastAPI and Docker (Python based) - Hands on Tutorial
53:43
How to Deploy ML model to AWS Sagemaker with mlflow and Docker - Step by step
10:34
AWS Industrial AI Services and Predictive Maintenance
10:04
How to use Decorators in Python - Get Started Here!
16:58
Build and Run a Docker Container for your Machine Learning Model (Step by Step)
04:51
Efficient Critical Thinking in your Data Science Career | podcast
15:39
AWS Step Functions to orchestrate Lambda functions - Step by Step Example
09:34
Your first AWS Lambda function ever | Very simple example
06:44
How to Create Conda Virtual Environment and Install dependencies with One command | Python
10:18
Python Tutorial: How to run Unit Test | Part 1 | Step by Step
09:34
How ML Algorithms works - 2D and 3D Visuals (Github repo included)
16:40
Engineering MLOps - Book Review | 2021 - Get Started with MLOps and MLOps AI Engineering Now
05:52
One-Hot-Encoding as a Bad solution in Data Science
04:13
Airbnb End-to-End Machine Learning Platform | Bighead, Zipline and Redspot