Data Science Machine Learning Data Analysis
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1- Data Science
2- Machine Learning
3- Data Visualization
4- Artificial Intelligence
5- Data Analysis
6- Statistics
7- Deep Learning
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πŸ“Œ Step-by-Step Guide for Building Interactive Calendars in Plotly

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-16 | ⏱️ Read time: 7 min read

Create interactive calendars with heatmaps using Plotly
πŸ“Œ From Basics to Advanced: Exploring LangGraph

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 25 min read

Building single- and multi-agent workflows with human-in-the-loop interactions
πŸ“Œ Powering Experiments with CUPED and Double Machine Learning

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 19 min read

Causal AI, exploring the integration of causal reasoning into machine learning
πŸ“Œ Simplify Information Extraction: A Reusable Prompt Template for GPT Models

πŸ—‚ Category: CHATGPT

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 8 min read

A prompt template containing prompting techniques that have worked for me on over a dozen…
πŸ“Œ From Surrogate Modelling to Aerospace Engineering: a NASA Case Study

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 12 min read

This is how Surrogate Modelling is revolutionizing the world of Aerospace Engineering, from theory to…
πŸ“Œ Real world Use Cases: Forecasting Service Utilization Using Tabnet and Optuna

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 7 min read

Data science is at its best out in the real world. I intend to share…
πŸ“Œ 5 Ways You Are Sabotaging AI As A Leader

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 9 min read

The key mistakes that are derailing AI potential and burning investment
πŸ“Œ A Fresh Look at Nonlinearity in Deep Learning

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 9 min read

The traditional reasoning behind why we need nonlinear activation functions is only one dimension of…
πŸ“Œ Vision Transformers, Contrastive Learning, Causal Inference, and Other Deep Dives You Shouldn’t Miss

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 3 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ How to Create Well-Styled Streamlit Dataframes, Part 1: Using the Pandas Styler

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-14 | ⏱️ Read time: 6 min read

Streamlit and the pandas Styler object are not friends. But, we will change that!
πŸ“Œ Towards Mamba State Space Models for Images, Videos and Time Series

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-08-14 | ⏱️ Read time: 20 min read

Part 1
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πŸ“Œ Dummy Classifier Explained: A Visual Guide with Code Examples for Beginners

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-14 | ⏱️ Read time: 7 min read

Setting the Bar in Machine Learning with Simple Baseline Models
πŸ“Œ Must-Know in Statistics: The Bivariate Normal Projection Explained

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-14 | ⏱️ Read time: 7 min read

Derivation and practical examples of this powerful concept
πŸ“Œ Must-Know Techniques for Handling Big Data in Hive

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-14 | ⏱️ Read time: 8 min read

HQL’s Unique Features- PARTITIONED BY, STORED AS, DISTRIBUTE BY / CLUSTER BY, LATERAL VIEW with…
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πŸ“Œ VAE for Time Series

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-14 | ⏱️ Read time: 11 min read

Generate realistic sequential data with this easy-to-train model
πŸ“Œ Heckman Selection Bias Modeling in Causal Studies

πŸ—‚ Category: STATISTICS

πŸ•’ Date: 2024-08-14 | ⏱️ Read time: 9 min read

How selection bias is related to the identification assumptions of OLS, and what steps should…
πŸ“Œ How to Talk to a PDF File Without Using Proprietary Models: CLI + Streamlit + Ollama

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-14 | ⏱️ Read time: 17 min read

A contribution to the creation of a locally executed, free PDF chat app with Streamlit…
πŸ“Œ Massive Energy for Massive GPU Empowering AI

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-18 | ⏱️ Read time: 7 min read

Massive GPUs for AI model training and deployment require significant energy. As AI scales, optimizing…
πŸ“Œ The Math Behind Keras 3 Optimizers: Deep Understanding and Application

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-17 | ⏱️ Read time: 9 min read

This is a bit different from what the books say.
πŸ“Œ Exploring cancer types with neo4j

πŸ—‚ Category:

πŸ•’ Date: 2024-08-17 | ⏱️ Read time: 7 min read

How to identify and visualise clusters in knowledge graphs