Machine Learning – Telegram
Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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📌 Integrating LLM Agents with LangChain into VICA

🗂 Category:

🕒 Date: 2024-08-20 | ⏱️ Read time: 17 min read

Learn how we use LLM Agents to improve and customise transactions in a chatbot!
📌 Solving a Constrained Project Scheduling Problem with Quantum Annealing

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 29 min read

Solving the resource constrained project scheduling problem (RCPSP) with D-Wave’s hybrid constrained quadratic model (CQM)
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📌 Implementing Convolutional Neural Networks in TensorFlow

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 6 min read

Step-by-step code guide to building a Convolutional Neural Network
📌 How to Forecast Hierarchical Time Series

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 13 min read

A beginner’s guide to forecast reconciliation
📌 ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 2): Who’s the Best at EDA?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 14 min read

Five criteria to compare ChatGPT, Claude, and Gemini in tackling Exploratory Data Analysis
📌 Distance Metric Learning for Outlier Detection

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 23 min read

An outlier detection method that determines a relevant distance metric between records
📌 How to Effortlessly Extract Receipt Information with OCR and GPT-4o mini

🗂 Category:

🕒 Date: 2024-08-20 | ⏱️ Read time: 16 min read

Utilize OCR and the powerful GPT-4o mini model to perform information extraction on receipts
📌 Path Representation in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 5 min read

Stop using strings to represent paths and use pathlib instead
📌 Empowering Data-Driven Decisions: Embedding Trust in Text-to-SQL AI Agents

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 19 min read

Simplify complex data environments for users utilizing reliable AI Agent systems towards better data-driven decision-making
📌 K Nearest Neighbor Classifier, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-20 | ⏱️ Read time: 9 min read

The friendly neighbor approach to machine learning
📌 Speaker’s Privacy Protection in DNN-Based Speech Processing Tools

🗂 Category:

🕒 Date: 2024-08-20 | ⏱️ Read time: 11 min read

A novel method in privacy-preserving speech processing which anonymizes the speaker attributes using space-filling vector…
📌 Unsupervised Learning Series: Exploring the Mean-Shift Algorithm

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-19 | ⏱️ Read time: 11 min read

Let’s learn one of the most famous density-based clustering algorithms, Mean-Shift.
📌 Don’t Limit Your RAG Knowledgebase to Just Text

🗂 Category: BUSINESS

🕒 Date: 2024-08-19 | ⏱️ Read time: 8 min read

Steal this plug-n-play Python noscript to easily implement images into your chatbot’s Knowledgebase
📌 The End of Required Work: Universal Basic Income and AI-Driven Prosperity

🗂 Category:

🕒 Date: 2024-08-19 | ⏱️ Read time: 16 min read

How a tax on AI work might let everyone share the imminent bounty from AI…
📌 The Evolution of SQL

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-08-18 | ⏱️ Read time: 13 min read

Unlocking the power of large language models
📌 The Art of Chunking: Boosting AI Performance in RAG Architectures

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-18 | ⏱️ Read time: 15 min read

The Key to Effective AI-Driven Retrieval
📌 The Art of Chunking: Boosting AI Performance in RAG Architectures

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-18 | ⏱️ Read time: 1 min read

The Key to Effective AI-Driven Retrieval
📌 Bad Assumptions – The Downfall of Even Experienced Data Scientists

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-16 | ⏱️ Read time: 11 min read

Data can be deceptive, so be on your toes!
📌 We Built an Open-Source Data Quality Testframework for PySpark

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-08-16 | ⏱️ Read time: 6 min read

Measure and report your data quality with ease
📌 Optimizing Marketing Campaigns with Budgeted Multi-Armed Bandits

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-16 | ⏱️ Read time: 10 min read

With demos, our new solution, and a video
📌 Step-by-Step Guide for Building Interactive Calendars in Plotly

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-16 | ⏱️ Read time: 7 min read

Create interactive calendars with heatmaps using Plotly