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TensorFlow 2.0 Tutorial for Beginners 4 - Plot Learning Curve and Confusion Matrix in TensorFlow 2.0

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Aug 30, 2019
12:24

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. ๐Ÿชœ*Advanced RAG: Build & Deploy Production GenAI Apps* *Check it out* ๐Ÿ‘‰ https://kgptalkie.com/advanced-rag/ ๐Ÿค– *Build and Deploy AI Agents with Gemini and Langchain* *Check it out* ๐Ÿ‘‰ https://kgptalkie.com/ai-agent-projects ๐Ÿ”ฅ *Agentic AI: Private Agentic RAG with LangGraph v1 & Ollama* *Check it out* ๐Ÿ‘‰ https://kgptalkie.com/agentic-rag โš™๏ธ*Deep Agent: Multi Agent RAG with Gemini and Langchain* *Check it out* ๐Ÿ‘‰ https://kgptalkie.com/deep-agent ------------------------------------ In this video, we will learn how to plot the learning curve and confusion matrix in TensorFlow 2.0. It is better to preprocess data before giving it to any neural net model. Data should be normally distributed (gaussian distribution), so that model performs well. If our data is not normally distributed that means there is skewness in data. To remove skewness of data we can take the logarithm of data. By using a log function we can remove skewness of data. After removing the skewness of data it is better to scale the data so that all values are on the same scale. ๐Ÿ”Š Watch till last for a detailed description 03:20 Train the model 06:35 Plotting learning curve 10:15 Plotting confusion matrix ๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡ โœ๏ธ๐Ÿ†๐Ÿ…๐ŸŽ๐ŸŽŠ๐ŸŽ‰โœŒ๏ธ๐Ÿ‘Œโญโญโญโญโญ ENROLL in My Highest Rated Udemy Courses to ๐Ÿ”‘ Unlock Data Science Interviews ๐Ÿ”Ž and Tests ๐Ÿ“š ๐Ÿ“— 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 ๐Ÿ“Š ๐Ÿ“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 ๐Ÿ“˜ ๐Ÿ“™ 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 . ๐Ÿ“ˆ ๐Ÿ“˜ 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 ๐Ÿ“™๐Ÿ“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 --------------------------------------------------------------- ๐Ÿ’ฏ Read Full Blog with Code https://kgptalkie.com/deep-learning-with-tensorflow-2-0-tutorial-building-your-first-ann-with-tensorflow-2-0/ ๐Ÿ’ฌ Leave your comments and doubts in the comment section ๐Ÿ“Œ Save this channel and video for watch later ๐Ÿ‘ Like this video to show your support and love โค๏ธ ~~~~~~~~ ๐Ÿ†“ Watch My Top Free Data Science Videos ๐Ÿ‘‰๐Ÿป Python for Data Scientist https://bit.ly/3dETtFb ๐Ÿ‘‰๐Ÿป Machine Learning for Beginners https://bit.ly/2WOVh7N ๐Ÿ‘‰๐Ÿป Feature Selection in Machine Learning https://bit.ly/2YW6ZQH ๐Ÿ‘‰๐Ÿป Text Preprocessing and Mining for NLP https://bit.ly/31sYMUN ๐Ÿ‘‰๐Ÿป Natural Language Processing (NLP) Tutorials https://bit.ly/3dF1cTL ๐Ÿ‘‰๐Ÿป Deep Learning with TensorFlow 2.0 and Keras https://bit.ly/3dFl09G ๐Ÿ‘‰๐Ÿป COVID 19 Data Analysis and Visualization Masterclass https://bit.ly/31vNC1U ๐Ÿ‘‰๐Ÿป Machine Learning Model Deployment Using Flask at AWS https://bit.ly/3b1svaD ๐Ÿ‘‰๐Ÿป Make Your Own Automated Email Marketing Software in Python https://bit.ly/2QqLaDy *********** ๐Ÿค BE MY FRIEND ๐ŸŒ Check Out ML Blogs: https://kgptalkie.com ๐ŸฆAdd me on Twitter: https://twitter.com/laxmimerit ๐Ÿ“„ Follow me on GitHub: https://github.com/laxmimerit ๐Ÿ“• Add me on Facebook: https://facebook.com/kgptalkie ๐Ÿ’ผ Add me on LinkedIn: https://linkedin.com/in/laxmimerit ๐Ÿ‘‰๐Ÿป Complete Udemy Courses: https://bit.ly/32taBK2 โšก Check out my Recent Videos: https://bit.ly/3ldnbWm ๐Ÿ”” Subscribe me for Free Videos: https://bit.ly/34wN6T6 ๐Ÿค‘ Get in touch for Promotion: [email protected] ๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“๐Ÿ†“ Hello Everyone, I would like to offer my Udemy courses for FREE. This offer is for a limited time. The only thing you need to do is thumbs up ๐Ÿ‘ the video and Subscribe โœ” to the KGP Talkie YouTube channel. ๐Ÿ‘‡ Fill this form for a free coupon https://forms.gle/THJXL9ZWuLdhzFmB9

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TensorFlow 2.0 Tutorial for Beginners 4 - Plot Learning Curve and Confusion Matrix in TensorFlow 2.0 | NatokHD