Канал: Mohamed Naji Aboo

Generative AI in AWS-Bedrock - Introduction and Python Implementation

Generative AI in AWS-Bedrock - Introduction and Python Implementation

Handling Missing Data Using Linear Regression Machine Learning Model on the Titanic Dataset

Handling Missing Data Using Linear Regression Machine Learning Model on the Titanic Dataset

GPT4- Omni - Video | Question and Answering

GPT4- Omni - Video | Question and Answering

GPT 4 - Omni : Video Summarization using Video frames and Audio Transcript

GPT 4 - Omni : Video Summarization using Video frames and Audio Transcript

Summarization with Audio: Whisper & GPT-4 Omni (GPT-4o)

Summarization with Audio: Whisper & GPT-4 Omni (GPT-4o)

Automated Video Summarization Using GPT 4 Omni

Automated Video Summarization Using GPT 4 Omni

Unlocking GPT-4 Omni: Integration, Advantages, and Image Querying with Python

Unlocking GPT-4 Omni: Integration, Advantages, and Image Querying with Python

Data Preprocessing - Handling Missing Values -KNN IMPUTER

Data Preprocessing - Handling Missing Values -KNN IMPUTER

Integrating Grog and Langchain: A Developer's Guide to AI-Powered Conversations"

Integrating Grog and Langchain: A Developer's Guide to AI-Powered Conversations"

How to Delete Embedded Documents| Vector Database | Chroma DB | Document Management Tutorial

How to Delete Embedded Documents| Vector Database | Chroma DB | Document Management Tutorial

Data Preprocessing - Handling Missing Values - Mean | Median | Mode | Backfill | Forward Fill

Data Preprocessing - Handling Missing Values - Mean | Median | Mode | Backfill | Forward Fill

Data PreProcessing - Handling Missing Values | Drop Rows / Columns

Data PreProcessing - Handling Missing Values | Drop Rows / Columns

Data PreProcessing - Why and when?

Data PreProcessing - Why and when?

From Linear to Non-Linear: The Magic of Polynomial Regression

From Linear to Non-Linear: The Magic of Polynomial Regression

Multiple Linear Regression

Multiple Linear Regression

Simple Linear Regression - Best fit line using Gradient Descent Algorithm

Simple Linear Regression - Best fit line using Gradient Descent Algorithm

Hugging Face NLP - Understanding Different Types of Language Models and Their Use Cases

Hugging Face NLP - Understanding Different Types of Language Models and Their Use Cases

Simple Linear Regression - Coefficient Calculation Using Ordinary Least Square ( OLS )

Simple Linear Regression - Coefficient Calculation Using Ordinary Least Square ( OLS )

Machine Learning Algorithm Demystified: Introduction to Simple Linear Regression

Machine Learning Algorithm Demystified: Introduction to Simple Linear Regression

BLIP Model for Visual Question Answering using Hugging Face

BLIP Model for Visual Question Answering using Hugging Face

Understanding the BLIP Model for Image Captioning using Hugging Face

Understanding the BLIP Model for Image Captioning using Hugging Face

Exploring Image-Text Retrieval (Image text matching) with BLIP Model and Hugging Face

Exploring Image-Text Retrieval (Image text matching) with BLIP Model and Hugging Face

Azure Text Analytics Tutorial - Custom Text Classification

Azure Text Analytics Tutorial - Custom Text Classification

Covariance - Theory | Calculation | Python Implementation

Covariance - Theory | Calculation | Python Implementation

Microsoft AutoGen Tutorial - Create calculator using AutoGen

Microsoft AutoGen Tutorial - Create calculator using AutoGen

Google Gemini Tutorial - Gemini Chat

Google Gemini Tutorial - Gemini Chat

Google Gemini Tutorial - Gemini Pro Vision

Google Gemini Tutorial - Gemini Pro Vision

Azure Text Analytics Tutorial - Custom Text Analytics For Health

Azure Text Analytics Tutorial - Custom Text Analytics For Health

Google Gemini Tutorial - Introduction

Google Gemini Tutorial - Introduction

Azure Text Analytics Tutorial - Text Analytics for Health

Azure Text Analytics Tutorial - Text Analytics for Health

Azure Text Analytics - Key Phrase Extraction

Azure Text Analytics - Key Phrase Extraction

Azure Text Analytics Tutorial - Personal Identifiable Information (PII)

Azure Text Analytics Tutorial - Personal Identifiable Information (PII)

Azure Text Analytics Tutorial - Recognise Linked Entities

Azure Text Analytics Tutorial - Recognise Linked Entities

Fine-tuning ChatGPT 3.5 with Custom Dataset for Specific Task: Step-by-Step Tutorial

Fine-tuning ChatGPT 3.5 with Custom Dataset for Specific Task: Step-by-Step Tutorial

Azure Text Analytics Tutorial - Named Entity Recognition

Azure Text Analytics Tutorial - Named Entity Recognition

Azure Text Analytics Tutorial - Language Detect

Azure Text Analytics Tutorial - Language Detect

Azure Text Analytics Tutorial - Analyse Sentiment

Azure Text Analytics Tutorial - Analyse Sentiment

Azure ML - Create the Azure ML workspace

Azure ML - Create the Azure ML workspace

Azure ML - Understanding Azure ML Architecture

Azure ML - Understanding Azure ML Architecture

AutoGen : Content Generation Using Multiple Agents

AutoGen : Content Generation Using Multiple Agents

AutoGen - Stock price data visualisation

AutoGen - Stock price data visualisation

Langchain - Unlocking Langchain Memory: Dive into Conversation Summary Memory | Pros, Cons

Langchain - Unlocking Langchain Memory: Dive into Conversation Summary Memory | Pros, Cons

Introduction to AutoGen

Introduction to AutoGen

Langchain - Unlocking Langchain Memory: Dive into Conversation Buffer Window Memory | Pros, Cons

Langchain - Unlocking Langchain Memory: Dive into Conversation Buffer Window Memory | Pros, Cons

MNIST Classification with Neural Networks using Keras | A Step-by-Step Guide

MNIST Classification with Neural Networks using Keras | A Step-by-Step Guide

Mastering Log Management in Containerised Environments with Amazon CloudWatch: A Flask Journey

Mastering Log Management in Containerised Environments with Amazon CloudWatch: A Flask Journey

Langchain Tutorials: Multi Dataframe Agents | CSV Pandas

Langchain Tutorials: Multi Dataframe Agents | CSV Pandas

Langchain : YouTube Summarizer with LangChain and OpenAI

Langchain : YouTube Summarizer with LangChain and OpenAI

Object Segmentation with YOLOv8: Label and Confidence Score Concealing Tutorial

Object Segmentation with YOLOv8: Label and Confidence Score Concealing Tutorial

Mastering PDF Summarization with Langchain, OpenAI, and Gradio UI: A Step-by-Step Tutorial

Mastering PDF Summarization with Langchain, OpenAI, and Gradio UI: A Step-by-Step Tutorial

YOLOV8 - Object Detection in Videos: Confidence Filtering, Image Cropping, and Box Saving Tutorial

YOLOV8 - Object Detection in Videos: Confidence Filtering, Image Cropping, and Box Saving Tutorial

Langchain - Unlocking Langchain Memory: Dive into ConversationBufferMemory | Pros, Cons & Examples

Langchain - Unlocking Langchain Memory: Dive into ConversationBufferMemory | Pros, Cons & Examples

NLP-Hugging Face: Zero-Shot Learning Explained | Understanding Zero-Shot Classifiers

NLP-Hugging Face: Zero-Shot Learning Explained | Understanding Zero-Shot Classifiers

NLP-Hugging Face: Transformers and Pipeline Functions | Sentiment Analysis, Text Generation, More!

NLP-Hugging Face: Transformers and Pipeline Functions | Sentiment Analysis, Text Generation, More!

Langchain - Chains, Sequential Chain, Simple Sequential Chain

Langchain - Chains, Sequential Chain, Simple Sequential Chain

Langchain Agents - helps to search real time data. Shows example to fetch data in real time

Langchain Agents - helps to search real time data. Shows example to fetch data in real time

Part 1: LLAMA-Efficient-Tuning - Pre-fine tune LLM model using default data set

Part 1: LLAMA-Efficient-Tuning - Pre-fine tune LLM model using default data set

Part 2/2: LLama2 fine-tune with Colab

Part 2/2: LLama2 fine-tune with Colab

Part 1/2 : LLama2 fine-tune with Colab : Dataset preparation

Part 1/2 : LLama2 fine-tune with Colab : Dataset preparation

Fine-tune LLAMA2 using Auto Trainer

Fine-tune LLAMA2 using Auto Trainer

Langchain Template

Langchain Template

Langchain - Integrate with Huggingface LLM Models

Langchain - Integrate with Huggingface LLM Models

LangChain - Introduction

LangChain - Introduction

YOLOv8 - installation and prediction

YOLOv8 - installation and prediction

Gradient Descent with mathematical proof

Gradient Descent with mathematical proof

KISS - Keep it Simple and Stupid/Short

KISS - Keep it Simple and Stupid/Short

Maxima and Minimum of a function with example

Maxima and Minimum of a function with example

Vectors and Differentiation

Vectors and Differentiation

Markov Chain and Markovify - Text Generation

Markov Chain and Markovify - Text Generation

Why Neural Network need activation function?

Why Neural Network need activation function?

DRY - Do Not Repeat Yourself

DRY - Do Not Repeat Yourself

Perceptron - Single Layer of Artificial Neurons

Perceptron - Single Layer of Artificial Neurons

Swift - Constants, Variables and Type Annotations

Swift - Constants, Variables and Type Annotations

Swift Programming - introduction

Swift Programming - introduction

#5 OpenCV - Image Rotation

#5 OpenCV - Image Rotation

#4 OpenCV - Image Translation

#4 OpenCV - Image Translation

#3 OpenCV - creating images , shapes and Text

#3 OpenCV - creating images , shapes and Text

#6 Pytorch Tutorial - Gradient

#6 Pytorch Tutorial - Gradient

[Windows Users]Connect AWS Lambda to RDS postgresql using Python - Windows Users

[Windows Users]Connect AWS Lambda to RDS postgresql using Python - Windows Users

#2 DALL-E | End to End Solution | Environment setup

#2 DALL-E | End to End Solution | Environment setup

#6 DALL-E | End to End Solution | Deployment

#6 DALL-E | End to End Solution | Deployment

#5 DALL-E | End to End Solution | Integration AWS Lambda with HTML code generated using ChatGPT

#5 DALL-E | End to End Solution | Integration AWS Lambda with HTML code generated using ChatGPT

#4 DALL-E | End to End Solution | Dall-E integration with AWS Lambda

#4 DALL-E | End to End Solution | Dall-E integration with AWS Lambda

#3 DALL-E | End to End Solution | Dall-e and Python

#3 DALL-E | End to End Solution | Dall-e and Python

#1 DALL-E | End to End Solution | Introduction

#1 DALL-E | End to End Solution | Introduction

#2 OpenCV - Convert color image to black and white

#2 OpenCV - Convert color image to black and white

#1 OpenCV - Read, Write and Show Images

#1 OpenCV - Read, Write and Show Images

#5 Pytorch Tutorial - Multi Dimensional Tensors and Operations

#5 Pytorch Tutorial - Multi Dimensional Tensors and Operations

#7 - ChatGPT, Python & AWS Lambda - Deployment ( Integrating ChatGPT with AWS Lambda end to end)

#7 - ChatGPT, Python & AWS Lambda - Deployment ( Integrating ChatGPT with AWS Lambda end to end)

#6- ChatGPT, Python & AWS Lambda - Integrate AWS Lambda with JQuery

#6- ChatGPT, Python & AWS Lambda - Integrate AWS Lambda with JQuery

#5 - ChatGPT, Python & AWS Lambda - Testing ChatGPT & AWS Lambda using Postman

#5 - ChatGPT, Python & AWS Lambda - Testing ChatGPT & AWS Lambda using Postman

#4 - ChatGPT, Python & AWS Lambda - ChatGPT & AWS Lambda

#4 - ChatGPT, Python & AWS Lambda - ChatGPT & AWS Lambda

#3 Chat GPT , Python & AWS Lambda - Integrate ChatGPT using Python

#3 Chat GPT , Python & AWS Lambda - Integrate ChatGPT using Python

#2 - ChatGPT, Python & AWS Lambda - Introduction to open AI and ChatGPT

#2 - ChatGPT, Python & AWS Lambda - Introduction to open AI and ChatGPT

#1 Introduction: ChatGPT and AWS Lambda

#1 Introduction: ChatGPT and AWS Lambda

1-D Tensor Operations

1-D Tensor Operations

Pytorch 1-dimensional tensor

Pytorch 1-dimensional tensor

#10 - Python Boolean Types

#10 - Python Boolean Types

S3 bucket delete and delete objects

S3 bucket delete and delete objects

S3 generate presigned URL

S3 generate presigned URL

Box Plot | How to draw | Discussions and Calculations

Box Plot | How to draw | Discussions and Calculations

S3 bucket | upload in-memory file upload to S3 bucket

S3 bucket | upload in-memory file upload to S3 bucket

S3 bucket region mismatch error solution

S3 bucket region mismatch error solution

AWS S3 bucket | create an s3 bucket using python programming language and boto3

AWS S3 bucket | create an s3 bucket using python programming language and boto3

AWS S3 bucket | download all files using python programming language and boto3

AWS S3 bucket | download all files using python programming language and boto3

AWS S3 bucket | download file using python programming language and boto3

AWS S3 bucket | download file using python programming language and boto3

AWS S3 bucket | Upload file using python programming language and boto3

AWS S3 bucket | Upload file using python programming language and boto3

Calculate Variance, Standard deviation and IQR using Python

Calculate Variance, Standard deviation and IQR using Python

Create Cron job / scheduler using AWS Cloud watch and AWS Lambda functions

Create Cron job / scheduler using AWS Cloud watch and AWS Lambda functions

AWS S3 bucket connect and list using python programming language and boto3

AWS S3 bucket connect and list using python programming language and boto3

S3 Bucket | Create| Upload| Delete | AWS | Tutorial | Introduction

S3 Bucket | Create| Upload| Delete | AWS | Tutorial | Introduction

S3 Bucket | AWS | Tutorial | Introduction

S3 Bucket | AWS | Tutorial | Introduction

Pytorch installation steps

Pytorch installation steps

IQR - Interquartile Range Explanation and calculations

IQR - Interquartile Range Explanation and calculations

What is Percentile and Calculation

What is Percentile and Calculation

Elasticsearch | Tutorial | Python

Elasticsearch | Tutorial | Python

PyTorch Introduction

PyTorch Introduction

Python Set || Python Tutorial || Learn Python Programming

Python Set || Python Tutorial || Learn Python Programming

Python Tuple || Python Tutorial || Learn Python Programming

Python Tuple || Python Tutorial || Learn Python Programming

Example - Variance and Standard Deviation

Example - Variance and Standard Deviation

Variance and Standard Deviation

Variance and Standard Deviation

Estimates of Variability - Mean Absolute Deviation (11-norm, Manhattan norm)

Estimates of Variability - Mean Absolute Deviation (11-norm, Manhattan norm)

Usage of the package python-box, help to get the dictionary values using dot (.)

Usage of the package python-box, help to get the dictionary values using dot (.)

Python Dictionary basic operations

Python Dictionary basic operations

Estimates of variability - Deviation, Range and Rank

Estimates of variability - Deviation, Range and Rank

Estimates of Variability or dispersion

Estimates of Variability or dispersion

Python lists and basic operations

Python lists and basic operations

Face recognition library implementation

Face recognition library implementation

Check whether the data column is completely empty or not in data frame

Check whether the data column is completely empty or not in data frame

Outlier detection using Z-score and implementations using python

Outlier detection using Z-score and implementations using python

Document search using Haystack

Document search using Haystack

Python Tutorial - Part 3 - Python string placeholder - format

Python Tutorial - Part 3 - Python string placeholder - format

AWS RDS 2 - Connect to AWS RDS PostgreSQL using Python

AWS RDS 2 - Connect to AWS RDS PostgreSQL using Python

SMS Spam Classifier - Explain the NLP model to classify the SMS as ham or spam.

SMS Spam Classifier - Explain the NLP model to classify the SMS as ham or spam.

Deployment of Machine Learning (ML) models or NLP models in Heroku using Flask

Deployment of Machine Learning (ML) models or NLP models in Heroku using Flask

AWS Lambda Function- Unable to import module 'lambda_function"

AWS Lambda Function- Unable to import module 'lambda_function"

Amazon RDS 1 - Amazon RDS PostgreSQL - Creation and connect

Amazon RDS 1 - Amazon RDS PostgreSQL - Creation and connect

How can we calculate mean, trimmed mean, weighted mean and median using Python frameworks

How can we calculate mean, trimmed mean, weighted mean and median using Python frameworks

Use API Gateway Lambda authorizers - Securing AWS API gateway using Lambda functions

Use API Gateway Lambda authorizers - Securing AWS API gateway using Lambda functions

Median Estimate

Median Estimate

AWS API Gateway to Lambda Functions

AWS API Gateway to Lambda Functions

4. Python Tutorials - Strings - built in methods

4. Python Tutorials - Strings - built in methods

3. Python Tutorial - Strings. Part 1

3. Python Tutorial - Strings. Part 1

Estimates of Location - Mean

Estimates of Location - Mean

2 - Python Numbers

2 - Python Numbers

Elements of Structured data

Elements of Structured data

MacBook Air - Anaconda

MacBook Air - Anaconda

1- Python Introduction

1- Python Introduction

AWS Lambda Connect boto3

AWS Lambda Connect boto3

AWS Lambda - get query parameters, request body using Python environment

AWS Lambda - get query parameters, request body using Python environment

Connect AWS Lambda to RDS postgresql using Python

Connect AWS Lambda to RDS postgresql using Python

Video explain how to create AWS Lambda functions, AWS Lambda deployment, AWS Lambda environment

Video explain how to create AWS Lambda functions, AWS Lambda deployment, AWS Lambda environment

Social Distance Monitor using #YOLOV5, #OpenCV, #Django #Python

Social Distance Monitor using #YOLOV5, #OpenCV, #Django #Python

News Reader Talking Head , #News-Reader-Application, #Talking-Head

News Reader Talking Head , #News-Reader-Application, #Talking-Head

Skype installation ubuntu

Skype installation ubuntu

NVM - Node Version Management

NVM - Node Version Management

google chrome ubuntu 21

google chrome ubuntu 21

Upload Image using Jqurey Ajax and Django Rest Framework

Upload Image using Jqurey Ajax and Django Rest Framework

Anaconda installation Ubuntu

Anaconda installation Ubuntu

YoloV5 ObjectDetection using python and opencv

YoloV5 ObjectDetection using python and opencv

Telegram in Ubuntu

Telegram in Ubuntu

Visual Studio Code installation Ubuntu

Visual Studio Code installation Ubuntu

Installation of zoom in Ubuntu

Installation of zoom in Ubuntu

Indian Currency Classification using PyTorch Framework and Resnet 18. #CNN

Indian Currency Classification using PyTorch Framework and Resnet 18. #CNN

face detection and recognition using deepface django

face detection and recognition using deepface django

smile detection OpenCV #smile-detection-using-python, @cascade-classifier #smile-detection

smile detection OpenCV #smile-detection-using-python, @cascade-classifier #smile-detection

face detection using OpenCV

face detection using OpenCV