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TensorFlow 2.0 Tutorial for Beginners 15 - Malaria Parasite Detection Using CNN

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Sep 6, 2019
24:27

Hi Everyone, I'm excited to announce my latest *Udemy* course available at ONLY 399INR/$9.99USD: Learn to build advanced production-ready Deep Agentic RAG systems. πŸͺœ*Advanced RAG: Build & Deploy Production GenAI Apps* *Check it out* πŸ‘‰ https://kgptalkie.com/advanced-rag/ πŸ€– *Build and Deploy AI Agents with Gemini and Langchain* *Check it out* πŸ‘‰ https://kgptalkie.com/ai-agent-projects πŸ”₯ *Agentic AI: Private Agentic RAG with LangGraph v1 & Ollama* *Check it out* πŸ‘‰ https://kgptalkie.com/agentic-rag βš™οΈ*Deep Agent: Multi Agent RAG with Gemini and Langchain* *Check it out* πŸ‘‰ https://kgptalkie.com/deep-agent ------------------------------------ In this video we will learn about malaria parasite detection using CNN. Deep Learning is a subfield of machine learning concerned with algorithms inspired by the structure and function of the brain called an artificial neural network. A Convolutional Neural Network (ConvNet/CNN) is a Deep Learning algorithm which can take in an input image, assign importance (learnable weights and biases) to various aspects/objects in the image and be able to differentiate one from the other. The pre-processing required in a ConvNet is much lower as compared to other classification algorithms. Dropout is a technique where randomly selected neurons are ignored during training. They are β€œdropped-out” randomly. This means that their contribution to the activation of downstream neurons is temporarily removed on the forward pass and any weight updates are not applied to the neuron on the backward pass. πŸ”Š Watch till last for a detailed description 01:13 Understanding the dataset 07:38 Downloading the dataset 13:11 Building CNN model 18:04 Compiling the model πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡ βœοΈπŸ†πŸ…πŸŽπŸŽŠπŸŽ‰βœŒοΈπŸ‘Œβ­β­β­β­β­ ENROLL in My Highest Rated Udemy Courses to πŸ”‘ Unlock Data Science Interviews πŸ”Ž and Tests πŸ“š πŸ“— NLP: Natural Language Processing ML Model Deployment at AWS Build & Deploy ML NLP Models with Real-world use Cases. Multi-Label & Multi-Class Text Classification using BERT. Course Link: https://bit.ly/bert_nlp πŸ“Š πŸ“ˆ Data Visualization in Python Masterclass: Beginners to Pro Visualization in matplotlib, Seaborn, Plotly & Cufflinks, EDA on Boston Housing, Titanic, IPL, FIFA, Covid-19 Data. Course Link: https://bit.ly/udemy95off_kgptalkie πŸ“˜ πŸ“™ Natural Language Processing (NLP) in Python for Beginners NLP: Complete Text Processing with Spacy, NLTK, Scikit-Learn, Deep Learning, word2vec, GloVe, BERT, RoBERTa, DistilBERT Course Link: https://bit.ly/intro_nlp . πŸ“ˆ πŸ“˜ 2021 Python for Linear Regression in Machine Learning Linear & Non-Linear Regression, Lasso & Ridge Regression, SHAP, LIME, Yellowbrick, Feature Selection & Outliers Removal. You will learn how to build a Linear Regression model from scratch. Course Link: https://bit.ly/regression-python πŸ“™πŸ“Š 2021 R 4.0 Programming for Data Science || Beginners to Pro Learn Latest R 4.x Programming. You Will Learn List, DataFrame, Vectors, Matrix, DateTime, DataFrames in R, GGPlot2, Tidyverse, Machine Learning, Deep Learning, NLP, and much more. Course Link: http://bit.ly/r4-ml --------------------------------------------------------------- πŸ’― Read Full Blog with Code https://github.com/laxmimerit/Malaria-Classification-Using-CNN πŸ’¬ Leave your comments and doubts in the comment section πŸ“Œ Save this channel and video for watch later πŸ‘ Like this video to show your support and love ❀️ ~~~~~~~~ πŸ†“ Watch My Top Free Data Science Videos πŸ‘‰πŸ» Python for Data Scientist https://bit.ly/3dETtFb πŸ‘‰πŸ» Machine Learning for Beginners https://bit.ly/2WOVh7N πŸ‘‰πŸ» Feature Selection in Machine Learning https://bit.ly/2YW6ZQH πŸ‘‰πŸ» Text Preprocessing and Mining for NLP https://bit.ly/31sYMUN πŸ‘‰πŸ» Natural Language Processing (NLP) Tutorials https://bit.ly/3dF1cTL πŸ‘‰πŸ» Deep Learning with TensorFlow 2.0 and Keras https://bit.ly/3dFl09G πŸ‘‰πŸ» COVID 19 Data Analysis and Visualization Masterclass https://bit.ly/31vNC1U πŸ‘‰πŸ» Machine Learning Model Deployment Using Flask at AWS https://bit.ly/3b1svaD πŸ‘‰πŸ» Make Your Own Automated Email Marketing Software in Python https://bit.ly/2QqLaDy *********** 🀝 BE MY FRIEND 🌍 Check Out ML Blogs: https://kgptalkie.com 🐦Add me on Twitter: https://twitter.com/laxmimerit πŸ“„ Follow me on GitHub: https://github.com/laxmimerit πŸ“• Add me on Facebook: https://facebook.com/kgptalkie πŸ’Ό Add me on LinkedIn: https://linkedin.com/in/laxmimerit πŸ‘‰πŸ» Complete Udemy Courses: https://bit.ly/32taBK2 ⚑ Check out my Recent Videos: https://bit.ly/3ldnbWm πŸ”” Subscribe me for Free Videos: https://bit.ly/34wN6T6 πŸ€‘ Get in touch for Promotion: [email protected]

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TensorFlow 2.0 Tutorial for Beginners 15 - Malaria Parasite Detection Using CNN | NatokHD