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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Nature of ai

Nature of ai

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1 min read
The Data Understanding Phase: The Key to a Successful Machine Learning Project

The Data Understanding Phase: The Key to a Successful Machine Learning Project

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5 min read
Self-Training LLMs for Text Classification using DQC Toolkit

Self-Training LLMs for Text Classification using DQC Toolkit

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13 min read
Mathematics for Machine Learning - Day 2

Mathematics for Machine Learning - Day 2

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4 min read
The Future of AI: Exploring AGI and ASI

The Future of AI: Exploring AGI and ASI

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1 min read
A Quick Guide to RAG Using Algoboost for Embedding Vector Inference

A Quick Guide to RAG Using Algoboost for Embedding Vector Inference

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7 min read
A Beginner's Guide to Generative AI: Understanding, Learning, and Implementing with Python and Hugging Face🐍🤗🤖

A Beginner's Guide to Generative AI: Understanding, Learning, and Implementing with Python and Hugging Face🐍🤗🤖

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7 min read
Okrolearn

Okrolearn

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1 min read
What is Machine Learning?

What is Machine Learning?

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2 min read
Mathematics for Machine Learning - Day 1

Mathematics for Machine Learning - Day 1

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3 min read
Enhancing ID Verification Systems: Unleashing the Power of On Premise Face Recognition SDKs

Enhancing ID Verification Systems: Unleashing the Power of On Premise Face Recognition SDKs

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Floods Prediction in Lagos, Nigeria.

Floods Prediction in Lagos, Nigeria.

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4 min read
Topic Modeling with Top2Vec: Dreyfus, AI, and Wordclouds

Topic Modeling with Top2Vec: Dreyfus, AI, and Wordclouds

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5 min read
Unlocking age verification—The fusion of ID document recognition and face attribute analysis

Unlocking age verification—The fusion of ID document recognition and face attribute analysis

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2 min read
Getting started with Amazon SageMaker: Building your first machine learning model

Getting started with Amazon SageMaker: Building your first machine learning model

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6 min read
Wk 1: MLOPs with DataTalks

Wk 1: MLOPs with DataTalks

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5 min read
LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation

LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation

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4 min read
Neural Networks and Deep Learning: Unveiling the Power of the Artificial Brain

Neural Networks and Deep Learning: Unveiling the Power of the Artificial Brain

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3 min read
Wk 4: Deployment - MLOPs with DataTalks

Wk 4: Deployment - MLOPs with DataTalks

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5 min read
The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #3)

The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #3)

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7 min read
The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #1)

The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #1)

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5 min read
The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #2)

The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #2)

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5 min read
The AI That Knows Everything (Except What You Need)

The AI That Knows Everything (Except What You Need)

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4 min read
Evolve Your Machine Learning: Automate the Process of Model Selection through TPOT.

Evolve Your Machine Learning: Automate the Process of Model Selection through TPOT.

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3 min read
Vector Search pt. 3 - Retrieval Systems 🌌

Vector Search pt. 3 - Retrieval Systems 🌌

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5 min read
Why Your AI Assistant Is Smarter Than You Think

Why Your AI Assistant Is Smarter Than You Think

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2 min read
Practical Problem Solving Applying GenAI and Classic Computer Science

Practical Problem Solving Applying GenAI and Classic Computer Science

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1 min read
Unlocking the Power of Retrieval-Augmented Generation (RAG) as Learning Tools

Unlocking the Power of Retrieval-Augmented Generation (RAG) as Learning Tools

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5 min read
Recapping the AI, Machine Learning and Computer Meetup — July 3, 2024

Recapping the AI, Machine Learning and Computer Meetup — July 3, 2024

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5 min read
Computer Vision Meetup: Performance Optimisation for Multimodal LLMs 34:59

Computer Vision Meetup: Performance Optimisation for Multimodal LLMs

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1 min read
Stronger AI, Weaker Security? The Quantum Computing Conundrum

Stronger AI, Weaker Security? The Quantum Computing Conundrum

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5 min read
July 10: Developing Data-Centric AI Workshop

July 10: Developing Data-Centric AI Workshop

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1 min read
Securing Generative AI Applications: A Comprehensive Approach

Securing Generative AI Applications: A Comprehensive Approach

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4 min read
Generative AI: Revolutionizing Content Creation and Beyond

Generative AI: Revolutionizing Content Creation and Beyond

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3 min read
How to Predict the Next Viral Video Using Machine Learning

How to Predict the Next Viral Video Using Machine Learning

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20 min read
20 examples of LLM-powered applications in the real world

20 examples of LLM-powered applications in the real world

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5 min read
Uncertainty-Aware AI from Multimodal Data: A PyTorch Tutorial with LUMA Dataset

Uncertainty-Aware AI from Multimodal Data: A PyTorch Tutorial with LUMA Dataset

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14 min read
Counting Gemini text tokens locally

Counting Gemini text tokens locally

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3 min read
How to add flexibility to your RAG applications by choosing the right configuration(s)

How to add flexibility to your RAG applications by choosing the right configuration(s)

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3 min read
Handling Categorical Values|| Machine Learning

Handling Categorical Values|| Machine Learning

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4 min read
# 🌳 Dive into Decision Trees: A Fun Guide! 🌳

# 🌳 Dive into Decision Trees: A Fun Guide! 🌳

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2 min read
CRISP-DM: The Essential Methodology for Structuring Your Data Science Projects

CRISP-DM: The Essential Methodology for Structuring Your Data Science Projects

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4 min read
A Deep Dive into Two-Dimensional Arrays: Techniques and Use Cases

A Deep Dive into Two-Dimensional Arrays: Techniques and Use Cases

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6 min read
Bayesian Regression Markets

Bayesian Regression Markets

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3 min read
If in a Crowdsourced Data Annotation Pipeline, a GPT-4

If in a Crowdsourced Data Annotation Pipeline, a GPT-4

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3 min read
{sigma}-GPTs: A New Approach to Autoregressive Models

{sigma}-GPTs: A New Approach to Autoregressive Models

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3 min read
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

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4 min read
Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion

Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion

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4 min read
My Experience with Python for Data Analysis

My Experience with Python for Data Analysis

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4 min read
Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement

Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement

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4 min read
Cutting through buggy adversarial example defenses: fixing 1 line of code breaks Sabre

Cutting through buggy adversarial example defenses: fixing 1 line of code breaks Sabre

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4 min read
Bytes Are All You Need: Transformers Operating Directly On File Bytes

Bytes Are All You Need: Transformers Operating Directly On File Bytes

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4 min read
Guide to Building Credit Risk Models with Machine Learning

Guide to Building Credit Risk Models with Machine Learning

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3 min read
Big Brother or Big Benefits? The Impact of Face Recognition on Our Lives

Big Brother or Big Benefits? The Impact of Face Recognition on Our Lives

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Day 9 of Machine Learning|| Linear Regression implementation

Day 9 of Machine Learning|| Linear Regression implementation

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4 min read
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

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5 min read
Evaluating the Social Impact of Generative AI Systems in Systems and Society

Evaluating the Social Impact of Generative AI Systems in Systems and Society

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5 min read
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics

Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics

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3 min read
ReFT: Reasoning with Reinforced Fine-Tuning

ReFT: Reasoning with Reinforced Fine-Tuning

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4 min read
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

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4 min read
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