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AI Projects With Code

Explore our collection of projects with code, featuring detailed explanations and complete source code

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Analysis of Heart Disease Dataset

The objective of this project is to predict the presence or absence of heart disease in a patient using a subset of 14 attributes from the Heart Disease dataset. The dataset contains patient information from four different locations, and it includes 76 attributes, of which 14 are commonly used for analysis.

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Photometric stereo in Computer Vision

The goal of this part of the assignment is to implement a standard photometric stereo algorithm. Assume Lambertian reflectance function, but the albedo is unknown and non-constant in the image. The implementation will take in multiple images as input along with the light source direction for each image.

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Clustering-based Image Segmentation Techniques

Image segmentation using clustering is a machine learning technique that divides an image into distinct regions or objects based on the similarity of their pixel values. This can be useful for a variety of tasks, such as object detection, scene understanding, and image editing.

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Movie Recommendations System

Movie recommendation systems are used to provide personalized suggestions to users based on their movie preferences. They analyze a user's viewing history, ratings, and other behavioral data to predict which movies they are likely to enjoy in the future.

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Handwriting Recognition with Machine learning

Handwriting recognition is a computer science and artificial intelligence field that deals with the automatic recognition of handwritten text. This can be used to convert handwritten text into digital text that can be read and processed by computers.

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Explore More Videos: Explanation with Source Code

Credit Risk Prediction Project | Problem Statement Explanation | Machine Learning Project

07:30

Credit Risk Prediction Project | Problem Statement Explanation | Machine Learning Project

#codersarts #machinelearning #machinelearningprojects This is the introduction part of CREDIT RISK PREDICTION Project where we provide the details and procedures of the coming project that we will build in Part2 of this Project. This is based on prediction of defaulters in bank credit based on the data provided by the bank using past analysis. The result of this project will be that we will be able to forecast what are the chances of a person with certain credentials that will he be a defaulter or a successful payer. See you in the next video with complete project development - Data Science/ML Project with Source Code in Python Below are required links: Code : https://www.kaggle.com/shivamagarwal29/credit-risk Dataset : https://www.kaggle.com/datasets/atulmittal199174/credit-risk-analysis-for-extending-bank-loans Kaggle platform : https://kaggle.com Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-learning-assignment-help Deep Learning : https://www.codersarts.com/deep-learning-assignment-help NLP: https://www.codersarts.com/nlp-assignment-help Data Visualization : https://www.codersarts.com/data-visualization-assignment-help Computer Vision : https://www.codersarts.com/computer-vision-assignment-help Face Recognition : https://www.codersarts.com/face-recognition-project-help Python: https://www.codersarts.com/python-assignment-help Big Data Assignment Help : https://www.codersarts.com/big-data-assignment-help Django : https://www.codersarts.com/django-assignment-help Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8 Pandas Tutorial In Python : https://www.youtube.com/watch?v=RcgCcu2BSUo&list=PLg8h8Ej1e8l2KqVqdIqqbcuzqC4xzXXxZ Scikit-Learn Tutorial : https://www.youtube.com/watch?v=MwNLCyCyS-M&list=PLg8h8Ej1e8l1fhKwMVMLtCaug8jLLT0U_ Deep Learning Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l0OksV_sKkVsjhIvJX7IGUl Matplotlib Tutorial : https://www.youtube.com/watch?v=WdCABjiTiSM&list=PLg8h8Ej1e8l3Yxosq7hIPZU9wAf56eLRu OOPs Concepts in Python : https://youtube.com/playlist?list=PLg8h8Ej1e8l3xnitjxf0s8TpE-UDxopu- PySpark Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l1ZeiSCDTgX1QBc2IX24AZR Regression analysis Full Course: https://youtube.com/playlist?list=PLg8h8Ej1e8l2VNxyb24daY-trjBFzqjdH Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction : https://www.youtube.com/watch?v=DoEnFkZ-_44&list=PLg8h8Ej1e8l3LCo3YGlNT1bGmftRziRDT Bike Demand Analysis : https://www.youtube.com/watch?v=pz1Cs7a_cwo&list=PLg8h8Ej1e8l0QPTELrKgHWlTUsk9kRKYr Wine Quality Prediction : https://www.youtube.com/watch?v=DF9FHgbApuw&list=PLg8h8Ej1e8l0s4Aq11nu07OD5Qf3xBZm- Heart Attack Risk Prediction : https://www.youtube.com/watch?v=S-87CcCPTdk&list=PLg8h8Ej1e8l0P5f6xva2HaeyBvRyfkBoZ Bank Customer Exit Prediction Deep Learning : https://www.youtube.com/watch?v=WNviI59a4Ik&list=PLg8h8Ej1e8l2l1Mgduc7b9gB4APsdn0rN Cat Dog Classification Using CNN : https://www.youtube.com/watch?v=FoL-jyHin1M&list=PLg8h8Ej1e8l3gsJl8xe1vmZxhp40LQJDh Brain Tumor Detection : https://www.youtube.com/watch?v=lHYXcwJ9i-I&list=PLg8h8Ej1e8l1o43qy19MluTYFxLpDv82A Project ideas and Work Samples: =========================== Machine Learning Assignment Solution: https://youtube.com/playlist?list=PLg8h8Ej1e8l0oLnxGxodsyW_h0O_zH9uv Machine Learning Project Samples: https://youtube.com/playlist?list=PLg8h8Ej1e8l3X1OoAkznEcrZ-FaUsnX6Z Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/?hl=en Facebook: https://www.facebook.com/codersarts2017 YouTube: https://www.youtube.com/channel/UC1nrlkYcj3hI8XnQgz8aK_g LinkedIn: https://in.linkedin.com/company/codersarts Medium: https://codersarts.medium.com Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hire-machine-learning-mentor Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online

Brain Tumor Detection Using Deep Learning | Step By Step Solution | Deep Learning Project

57:00

Brain Tumor Detection Using Deep Learning | Step By Step Solution | Deep Learning Project

#codersarts #ml #machinelearning #datascience #ai #python #kaggle #jupyternotebook #googlecolab #deeplearning This is the second part of the BRAIN TUMOR DETECTION Project where we create a complete project on Kaggle Community Platform regarding classification of MRI images into types of Brain tumour or no tumour based on training data. We use Data directory flow, Convolutional Neural Network from Keras and Sequential Model along with OpenCV for creation of our model. As a result we will be able to predict accurately whether the MRI image shows any tumour or not. We create a Neural Network based on VGG16 but has lower parameters and is faster due to the same reason. Chapters: 00:00 Getting Started With Brain Tumor Detection Deep Learning Project 02:45 Libraries 09:55 Working on Data 23:56 Train Test Split 31:15 Neural Network Creation 42:10 Training Model 45:14 Saving and Plotting 50:52 Prediction of Tumour See you in another video with more projects. Below are the mentioned links: Code : https://www.kaggle.com/code/shivamagarwal29/brain-tumor Dataset : https://www.kaggle.com/datasets/sartajbhuvaji/brain-tumor-classification-mri Kaggle platform : https://kaggle.com Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-learning-assignment-help Deep Learning : https://www.codersarts.com/deep-learning-assignment-help NLP: https://www.codersarts.com/nlp-assignment-help Data Visualization : https://www.codersarts.com/data-visualization-assignment-help Computer Vision : https://www.codersarts.com/computer-vision-assignment-help Face Recognition : https://www.codersarts.com/face-recognition-project-help Python: https://www.codersarts.com/python-assignment-help Big Data Assignment Help : https://www.codersarts.com/big-data-assignment-help Django : https://www.codersarts.com/django-assignment-help Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8 Pandas Tutorial In Python : https://www.youtube.com/watch?v=RcgCcu2BSUo&list=PLg8h8Ej1e8l2KqVqdIqqbcuzqC4xzXXxZ Scikit-Learn Tutorial : https://www.youtube.com/watch?v=MwNLCyCyS-M&list=PLg8h8Ej1e8l1fhKwMVMLtCaug8jLLT0U_ Deep Learning Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l0OksV_sKkVsjhIvJX7IGUl Matplotlib Tutorial : https://www.youtube.com/watch?v=WdCABjiTiSM&list=PLg8h8Ej1e8l3Yxosq7hIPZU9wAf56eLRu OOPs Concepts in Python : https://youtube.com/playlist?list=PLg8h8Ej1e8l3xnitjxf0s8TpE-UDxopu- PySpark Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l1ZeiSCDTgX1QBc2IX24AZR Regression analysis Full Course: https://youtube.com/playlist?list=PLg8h8Ej1e8l2VNxyb24daY-trjBFzqjdH Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction : https://www.youtube.com/watch?v=DoEnFkZ-_44&list=PLg8h8Ej1e8l3LCo3YGlNT1bGmftRziRDT Bike Demand Analysis : https://www.youtube.com/watch?v=pz1Cs7a_cwo&list=PLg8h8Ej1e8l0QPTELrKgHWlTUsk9kRKYr Wine Quality Prediction : https://www.youtube.com/watch?v=DF9FHgbApuw&list=PLg8h8Ej1e8l0s4Aq11nu07OD5Qf3xBZm- Heart Attack Risk Prediction : https://www.youtube.com/watch?v=S-87CcCPTdk&list=PLg8h8Ej1e8l0P5f6xva2HaeyBvRyfkBoZ Bank Customer Exit Prediction Deep Learning : https://www.youtube.com/watch?v=WNviI59a4Ik&list=PLg8h8Ej1e8l2l1Mgduc7b9gB4APsdn0rN Cat Dog Classification Using CNN : https://www.youtube.com/watch?v=FoL-jyHin1M&list=PLg8h8Ej1e8l3gsJl8xe1vmZxhp40LQJDh Brain Tumor Detection : https://www.youtube.com/watch?v=lHYXcwJ9i-I&list=PLg8h8Ej1e8l1o43qy19MluTYFxLpDv82A Project ideas and Work Samples: =========================== Machine Learning Assignment Solution: https://youtube.com/playlist?list=PLg8h8Ej1e8l0oLnxGxodsyW_h0O_zH9uv Machine Learning Project Samples: https://youtube.com/playlist?list=PLg8h8Ej1e8l3X1OoAkznEcrZ-FaUsnX6Z Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/?hl=en Facebook: https://www.facebook.com/codersarts2017 YouTube: https://www.youtube.com/channel/UC1nrlkYcj3hI8XnQgz8aK_g LinkedIn: https://in.linkedin.com/company/codersarts Medium: https://codersarts.medium.com Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hire-machine-learning-mentor Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online

Wine Quality Prediction In Python | Problem Statement Explanation | Machine Learning Project

05:53

Wine Quality Prediction In Python | Problem Statement Explanation | Machine Learning Project

#codersarts #ml #machinelearning #datascience #ai #python #kaggle #jupyternotebook #coding This is the introduction part of PREDICTING WINE QUALITY Project where we provide the details and procedures of the coming project that we will build in Part2 of this Series. This is based on analysis of wine quality based on content or ingredients of the red wine provided such as sulphides, chlorides, alcohol, pH, citric acid etc. and categorise whether the wine is commercially good or not in terms of quality. The result will be that we will be able to analyse quality of wine with all set of varies values using AI and know whether or not the product is high in quality. See you in the next video with complete project development. Below are required links: Code : https://www.kaggle.com/code/shivamagarwal29/bike-demand Dataset : https://www.kaggle.com/datasets/uciml/red-wine-quality-cortez-et-al-2009 Kaggle platform : https://kaggle.com Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-learning-assignment-help Deep Learning : https://www.codersarts.com/deep-learning-assignment-help NLP: https://www.codersarts.com/nlp-assignment-help Data Visualization : https://www.codersarts.com/data-visualization-assignment-help Computer Vision : https://www.codersarts.com/computer-vision-assignment-help Face Recognition : https://www.codersarts.com/face-recognition-project-help Python: https://www.codersarts.com/python-assignment-help Big Data Assignment Help : https://www.codersarts.com/big-data-assignment-help Django : https://www.codersarts.com/django-assignment-help Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8 Pandas Tutorial In Python : https://www.youtube.com/watch?v=RcgCcu2BSUo&list=PLg8h8Ej1e8l2KqVqdIqqbcuzqC4xzXXxZ Scikit-Learn Tutorial : https://www.youtube.com/watch?v=MwNLCyCyS-M&list=PLg8h8Ej1e8l1fhKwMVMLtCaug8jLLT0U_ Deep Learning Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l0OksV_sKkVsjhIvJX7IGUl Matplotlib Tutorial : https://www.youtube.com/watch?v=WdCABjiTiSM&list=PLg8h8Ej1e8l3Yxosq7hIPZU9wAf56eLRu OOPs Concepts in Python : https://youtube.com/playlist?list=PLg8h8Ej1e8l3xnitjxf0s8TpE-UDxopu- PySpark Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l1ZeiSCDTgX1QBc2IX24AZR Regression analysis Full Course: https://youtube.com/playlist?list=PLg8h8Ej1e8l2VNxyb24daY-trjBFzqjdH Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction : https://www.youtube.com/watch?v=DoEnFkZ-_44&list=PLg8h8Ej1e8l3LCo3YGlNT1bGmftRziRDT Bike Demand Analysis : https://www.youtube.com/watch?v=pz1Cs7a_cwo&list=PLg8h8Ej1e8l0QPTELrKgHWlTUsk9kRKYr Wine Quality Prediction : https://www.youtube.com/watch?v=DF9FHgbApuw&list=PLg8h8Ej1e8l0s4Aq11nu07OD5Qf3xBZm- Heart Attack Risk Prediction : https://www.youtube.com/watch?v=S-87CcCPTdk&list=PLg8h8Ej1e8l0P5f6xva2HaeyBvRyfkBoZ Bank Customer Exit Prediction Deep Learning : https://www.youtube.com/watch?v=WNviI59a4Ik&list=PLg8h8Ej1e8l2l1Mgduc7b9gB4APsdn0rN Cat Dog Classification Using CNN : https://www.youtube.com/watch?v=FoL-jyHin1M&list=PLg8h8Ej1e8l3gsJl8xe1vmZxhp40LQJDh Brain Tumor Detection : https://www.youtube.com/watch?v=lHYXcwJ9i-I&list=PLg8h8Ej1e8l1o43qy19MluTYFxLpDv82A Project ideas and Work Samples: =========================== Machine Learning Assignment Solution: https://youtube.com/playlist?list=PLg8h8Ej1e8l0oLnxGxodsyW_h0O_zH9uv Machine Learning Project Samples: https://youtube.com/playlist?list=PLg8h8Ej1e8l3X1OoAkznEcrZ-FaUsnX6Z Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/?hl=en Facebook: https://www.facebook.com/codersarts2017 YouTube: https://www.youtube.com/channel/UC1nrlkYcj3hI8XnQgz8aK_g LinkedIn: https://in.linkedin.com/company/codersarts Medium: https://codersarts.medium.com Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hire-machine-learning-mentor Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online

Bank Customers Exit Prediction In Python EP2 | Solution with Source Code | Machine Learning Project

15:53

Bank Customers Exit Prediction In Python EP2 | Solution with Source Code | Machine Learning Project

#codersarts #machinelearning #datascience #python #kaggle #jupyternotebook #googlecolab #deeplearning #neuralnetworks This is the third part of the BANK CUSTOMER EXIT PREDICTION Project where we Deploy our project on Google Colaboratory regarding prediction of exit chances of customers of a bank based on their credentials. We use Streamlit and NPX Local Tunnel to create a locally running web portal UI that will take input from the user as GUI and show our output as a Number. Streamlite is the easiest way to deploy a Python based AI project and this can be done without worrying about installing api or repositories on your local system just by running the application on Google Colab. See you in another video with more projects. Below are the mentioned links: Code of Project: https://www.kaggle.com/code/shivamagarwal29/bankexit Code of Deployment: https://colab.research.google.com/drive/1o2Xly4iqWRfecvwP_ZYbPRbybdIiskFQ?usp=sharing Dataset : https://www.kaggle.com/datasets/filippoo/deep-learning-az-ann Kaggle platform : https://kaggle.com Google Colab : https://colab.research.google.com Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-learning-assignment-help Deep Learning : https://www.codersarts.com/deep-learning-assignment-help NLP: https://www.codersarts.com/nlp-assignment-help Data Visualization : https://www.codersarts.com/data-visualization-assignment-help Computer Vision : https://www.codersarts.com/computer-vision-assignment-help Face Recognition : https://www.codersarts.com/face-recognition-project-help Python: https://www.codersarts.com/python-assignment-help Big Data Assignment Help : https://www.codersarts.com/big-data-assignment-help Django : https://www.codersarts.com/django-assignment-help Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8 Pandas Tutorial In Python : https://www.youtube.com/watch?v=RcgCcu2BSUo&list=PLg8h8Ej1e8l2KqVqdIqqbcuzqC4xzXXxZ Scikit-Learn Tutorial : https://www.youtube.com/watch?v=MwNLCyCyS-M&list=PLg8h8Ej1e8l1fhKwMVMLtCaug8jLLT0U_ Deep Learning Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l0OksV_sKkVsjhIvJX7IGUl Matplotlib Tutorial : https://www.youtube.com/watch?v=WdCABjiTiSM&list=PLg8h8Ej1e8l3Yxosq7hIPZU9wAf56eLRu OOPs Concepts in Python : https://youtube.com/playlist?list=PLg8h8Ej1e8l3xnitjxf0s8TpE-UDxopu- PySpark Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l1ZeiSCDTgX1QBc2IX24AZR Regression analysis Full Course: https://youtube.com/playlist?list=PLg8h8Ej1e8l2VNxyb24daY-trjBFzqjdH Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction : https://www.youtube.com/watch?v=DoEnFkZ-_44&list=PLg8h8Ej1e8l3LCo3YGlNT1bGmftRziRDT Bike Demand Analysis : https://www.youtube.com/watch?v=pz1Cs7a_cwo&list=PLg8h8Ej1e8l0QPTELrKgHWlTUsk9kRKYr Wine Quality Prediction : https://www.youtube.com/watch?v=DF9FHgbApuw&list=PLg8h8Ej1e8l0s4Aq11nu07OD5Qf3xBZm- Heart Attack Risk Prediction : https://www.youtube.com/watch?v=S-87CcCPTdk&list=PLg8h8Ej1e8l0P5f6xva2HaeyBvRyfkBoZ Bank Customer Exit Prediction Deep Learning : https://www.youtube.com/watch?v=WNviI59a4Ik&list=PLg8h8Ej1e8l2l1Mgduc7b9gB4APsdn0rN Cat Dog Classification Using CNN : https://www.youtube.com/watch?v=FoL-jyHin1M&list=PLg8h8Ej1e8l3gsJl8xe1vmZxhp40LQJDh Brain Tumor Detection : https://www.youtube.com/watch?v=lHYXcwJ9i-I&list=PLg8h8Ej1e8l1o43qy19MluTYFxLpDv82A Project ideas and Work Samples: =========================== Machine Learning Assignment Solution: https://youtube.com/playlist?list=PLg8h8Ej1e8l0oLnxGxodsyW_h0O_zH9uv Machine Learning Project Samples: https://youtube.com/playlist?list=PLg8h8Ej1e8l3X1OoAkznEcrZ-FaUsnX6Z Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/?hl=en Facebook: https://www.facebook.com/codersarts2017 YouTube: https://www.youtube.com/channel/UC1nrlkYcj3hI8XnQgz8aK_g LinkedIn: https://in.linkedin.com/company/codersarts Medium: https://codersarts.medium.com Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hire-machine-learning-mentor Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online

Bike Demand Analysis in Python | Problem Statement Explanation | Machine Learning Project

07:27

Bike Demand Analysis in Python | Problem Statement Explanation | Machine Learning Project

#codersarts #ml #machinelearning #datascience #ai #technology #software #dataanalysis This is the introduction part of the BIKE DEMAND ANALYSIS Project where we provide the details and procedures of the coming project that we will build in Part2 of this Series. This is based on analysis of hourly and daily bike demand in a city as Rented Bike Count where we have divided this count into categories and used them to analyse whether for some given conditions like weather, Holiday, Events and seasons, on a particular day or hour what will be the predicted demand of rented bikes. The result would make us more predictable towards what days showcase higher , lower or moderate demand for bikes. See you in the next video with complete project development. Below are required links: Code : https://www.kaggle.com/code/shivamagarwal29/bike-demand Dataset : https://www.kaggle.com/datasets/saurabhshahane/seoul-bike-sharing-demand-prediction Kaggle platform : https://kaggle.com Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-learning-assignment-help Deep Learning : https://www.codersarts.com/deep-learning-assignment-help NLP: https://www.codersarts.com/nlp-assignment-help Data Visualization : https://www.codersarts.com/data-visualization-assignment-help Computer Vision : https://www.codersarts.com/computer-vision-assignment-help Face Recognition : https://www.codersarts.com/face-recognition-project-help Python: https://www.codersarts.com/python-assignment-help Big Data Assignment Help : https://www.codersarts.com/big-data-assignment-help Django : https://www.codersarts.com/django-assignment-help Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8 Pandas Tutorial In Python : https://www.youtube.com/watch?v=RcgCcu2BSUo&list=PLg8h8Ej1e8l2KqVqdIqqbcuzqC4xzXXxZ Scikit-Learn Tutorial : https://www.youtube.com/watch?v=MwNLCyCyS-M&list=PLg8h8Ej1e8l1fhKwMVMLtCaug8jLLT0U_ Deep Learning Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l0OksV_sKkVsjhIvJX7IGUl Matplotlib Tutorial : https://www.youtube.com/watch?v=WdCABjiTiSM&list=PLg8h8Ej1e8l3Yxosq7hIPZU9wAf56eLRu OOPs Concepts in Python : https://youtube.com/playlist?list=PLg8h8Ej1e8l3xnitjxf0s8TpE-UDxopu- PySpark Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l1ZeiSCDTgX1QBc2IX24AZR Regression analysis Full Course: https://youtube.com/playlist?list=PLg8h8Ej1e8l2VNxyb24daY-trjBFzqjdH Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction : https://www.youtube.com/watch?v=DoEnFkZ-_44&list=PLg8h8Ej1e8l3LCo3YGlNT1bGmftRziRDT Bike Demand Analysis : https://www.youtube.com/watch?v=pz1Cs7a_cwo&list=PLg8h8Ej1e8l0QPTELrKgHWlTUsk9kRKYr Wine Quality Prediction : https://www.youtube.com/watch?v=DF9FHgbApuw&list=PLg8h8Ej1e8l0s4Aq11nu07OD5Qf3xBZm- Heart Attack Risk Prediction : https://www.youtube.com/watch?v=S-87CcCPTdk&list=PLg8h8Ej1e8l0P5f6xva2HaeyBvRyfkBoZ Bank Customer Exit Prediction Deep Learning : https://www.youtube.com/watch?v=WNviI59a4Ik&list=PLg8h8Ej1e8l2l1Mgduc7b9gB4APsdn0rN Cat Dog Classification Using CNN : https://www.youtube.com/watch?v=FoL-jyHin1M&list=PLg8h8Ej1e8l3gsJl8xe1vmZxhp40LQJDh Brain Tumor Detection : https://www.youtube.com/watch?v=lHYXcwJ9i-I&list=PLg8h8Ej1e8l1o43qy19MluTYFxLpDv82A Project ideas and Work Samples: =========================== Machine Learning Assignment Solution: https://youtube.com/playlist?list=PLg8h8Ej1e8l0oLnxGxodsyW_h0O_zH9uv Machine Learning Project Samples: https://youtube.com/playlist?list=PLg8h8Ej1e8l3X1OoAkznEcrZ-FaUsnX6Z Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/?hl=en Facebook: https://www.facebook.com/codersarts2017 YouTube: https://www.youtube.com/channel/UC1nrlkYcj3hI8XnQgz8aK_g LinkedIn: https://in.linkedin.com/company/codersarts Medium: https://codersarts.medium.com Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hire-machine-learning-mentor Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online

Heart Attack Risk Prediction In Python | Problem Statement Explanation | Machine Learning Project

05:49

Heart Attack Risk Prediction In Python | Problem Statement Explanation | Machine Learning Project

#codersarts #ml #machinelearning #datascience #ai #python #kaggle #jupyternotebook #coding This is the introduction part of HEART ATTACK PREDICTION Project where we provide the details and procedures of the coming project that we will build in Part2 of this Series. This is based on analysis of a patient’s diagnosis conditions like blood pressure, random sugar, cholesterol, resting pressure, pulse etc. to analyse whether or not the patient is probable for a heart attack risk. The result will be that we will be able to analyse on the basis of patient’s test results that they have a risk of heart attack or not. See you in the next video with complete project development. Below are required links: Code : https://www.kaggle.com/code/shivamagarwal29/heart-attack-risk Dataset : https://www.kaggle.com/datasets/rashikrahmanpritom/heart-attack-analysis-prediction-dataset Kaggle platform : https://kaggle.com Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-learning-assignment-help Deep Learning : https://www.codersarts.com/deep-learning-assignment-help NLP: https://www.codersarts.com/nlp-assignment-help Data Visualization : https://www.codersarts.com/data-visualization-assignment-help Computer Vision : https://www.codersarts.com/computer-vision-assignment-help Face Recognition : https://www.codersarts.com/face-recognition-project-help Python: https://www.codersarts.com/python-assignment-help Big Data Assignment Help : https://www.codersarts.com/big-data-assignment-help Django : https://www.codersarts.com/django-assignment-help Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8 Pandas Tutorial In Python : https://www.youtube.com/watch?v=RcgCcu2BSUo&list=PLg8h8Ej1e8l2KqVqdIqqbcuzqC4xzXXxZ Scikit-Learn Tutorial : https://www.youtube.com/watch?v=MwNLCyCyS-M&list=PLg8h8Ej1e8l1fhKwMVMLtCaug8jLLT0U_ Deep Learning Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l0OksV_sKkVsjhIvJX7IGUl Matplotlib Tutorial : https://www.youtube.com/watch?v=WdCABjiTiSM&list=PLg8h8Ej1e8l3Yxosq7hIPZU9wAf56eLRu OOPs Concepts in Python : https://youtube.com/playlist?list=PLg8h8Ej1e8l3xnitjxf0s8TpE-UDxopu- PySpark Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l1ZeiSCDTgX1QBc2IX24AZR Regression analysis Full Course: https://youtube.com/playlist?list=PLg8h8Ej1e8l2VNxyb24daY-trjBFzqjdH Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction : https://www.youtube.com/watch?v=DoEnFkZ-_44&list=PLg8h8Ej1e8l3LCo3YGlNT1bGmftRziRDT Bike Demand Analysis : https://www.youtube.com/watch?v=pz1Cs7a_cwo&list=PLg8h8Ej1e8l0QPTELrKgHWlTUsk9kRKYr Wine Quality Prediction : https://www.youtube.com/watch?v=DF9FHgbApuw&list=PLg8h8Ej1e8l0s4Aq11nu07OD5Qf3xBZm- Heart Attack Risk Prediction : https://www.youtube.com/watch?v=S-87CcCPTdk&list=PLg8h8Ej1e8l0P5f6xva2HaeyBvRyfkBoZ Bank Customer Exit Prediction Deep Learning : https://www.youtube.com/watch?v=WNviI59a4Ik&list=PLg8h8Ej1e8l2l1Mgduc7b9gB4APsdn0rN Cat Dog Classification Using CNN : https://www.youtube.com/watch?v=FoL-jyHin1M&list=PLg8h8Ej1e8l3gsJl8xe1vmZxhp40LQJDh Brain Tumor Detection : https://www.youtube.com/watch?v=lHYXcwJ9i-I&list=PLg8h8Ej1e8l1o43qy19MluTYFxLpDv82A Project ideas and Work Samples: =========================== Machine Learning Assignment Solution: https://youtube.com/playlist?list=PLg8h8Ej1e8l0oLnxGxodsyW_h0O_zH9uv Machine Learning Project Samples: https://youtube.com/playlist?list=PLg8h8Ej1e8l3X1OoAkznEcrZ-FaUsnX6Z Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/?hl=en Facebook: https://www.facebook.com/codersarts2017 YouTube: https://www.youtube.com/channel/UC1nrlkYcj3hI8XnQgz8aK_g LinkedIn: https://in.linkedin.com/company/codersarts Medium: https://codersarts.medium.com Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hire-machine-learning-mentor Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online

Bank Customers Exit Prediction In Python EP1 | Solution with Source Code | Machine Learning Project

46:58

Bank Customers Exit Prediction In Python EP1 | Solution with Source Code | Machine Learning Project

#codersarts #ml #machinelearning #datascience #ai #python #kaggle #jupyternotebook #googlecolab #deeplearning #neuralnetworks This is the second part of the BANK CUSTOMER EXIT PREDICTION Project where we create a complete project on Kaggle Community Platform regarding prediction of exit chances of customers of a bank based on their credentials. We use data cleaning, Artificial Neural Network from Keras and Sequential models for getting the best prediction accuracy. This is a Deep Learning algorithm that we have used here for prediction of the requirements. Artificial Neural Networks work like the human brain with many functionalities that can be extended using Keras. In the next part we Deploy the model and the project so look up to that as well. Chapters: 00:00 Getting Started With Bank Customers Exit Prediction 02:50 Libraries 07:50 Dataset Loading 12:35 Train test Split Data 19:12 Artificial Neural Network 37:04 Prediction 39:47 Save Model 43:44 Plotting curves See you in the next video with project deployment. Below are the mentioned links: Code of Project: https://www.kaggle.com/code/shivamagarwal29/bankexit Code of Deployment: https://colab.research.google.com/drive/1o2Xly4iqWRfecvwP_ZYbPRbybdIiskFQ?usp=sharing Dataset : https://www.kaggle.com/datasets/filippoo/deep-learning-az-ann Kaggle platform : https://kaggle.com Google Colab : https://colab.research.google.com Documentation Mentioned : https://keras.io/api/optimizers/ Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-learning-assignment-help Deep Learning : https://www.codersarts.com/deep-learning-assignment-help NLP: https://www.codersarts.com/nlp-assignment-help Data Visualization : https://www.codersarts.com/data-visualization-assignment-help Computer Vision : https://www.codersarts.com/computer-vision-assignment-help Face Recognition : https://www.codersarts.com/face-recognition-project-help Python: https://www.codersarts.com/python-assignment-help Big Data Assignment Help : https://www.codersarts.com/big-data-assignment-help Django : https://www.codersarts.com/django-assignment-help Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8 Pandas Tutorial In Python : https://www.youtube.com/watch?v=RcgCcu2BSUo&list=PLg8h8Ej1e8l2KqVqdIqqbcuzqC4xzXXxZ Scikit-Learn Tutorial : https://www.youtube.com/watch?v=MwNLCyCyS-M&list=PLg8h8Ej1e8l1fhKwMVMLtCaug8jLLT0U_ Deep Learning Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l0OksV_sKkVsjhIvJX7IGUl Matplotlib Tutorial : https://www.youtube.com/watch?v=WdCABjiTiSM&list=PLg8h8Ej1e8l3Yxosq7hIPZU9wAf56eLRu OOPs Concepts in Python : https://youtube.com/playlist?list=PLg8h8Ej1e8l3xnitjxf0s8TpE-UDxopu- PySpark Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l1ZeiSCDTgX1QBc2IX24AZR Regression analysis Full Course: https://youtube.com/playlist?list=PLg8h8Ej1e8l2VNxyb24daY-trjBFzqjdH Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction : https://www.youtube.com/watch?v=DoEnFkZ-_44&list=PLg8h8Ej1e8l3LCo3YGlNT1bGmftRziRDT Bike Demand Analysis : https://www.youtube.com/watch?v=pz1Cs7a_cwo&list=PLg8h8Ej1e8l0QPTELrKgHWlTUsk9kRKYr Wine Quality Prediction : https://www.youtube.com/watch?v=DF9FHgbApuw&list=PLg8h8Ej1e8l0s4Aq11nu07OD5Qf3xBZm- Heart Attack Risk Prediction : https://www.youtube.com/watch?v=S-87CcCPTdk&list=PLg8h8Ej1e8l0P5f6xva2HaeyBvRyfkBoZ Cat Dog Classification Using CNN : https://www.youtube.com/watch?v=FoL-jyHin1M&list=PLg8h8Ej1e8l3gsJl8xe1vmZxhp40LQJDh Brain Tumor Detection : https://www.youtube.com/watch?v=lHYXcwJ9i-I&list=PLg8h8Ej1e8l1o43qy19MluTYFxLpDv82A Project ideas and Work Samples: =========================== Machine Learning Assignment Solution: https://youtube.com/playlist?list=PLg8h8Ej1e8l0oLnxGxodsyW_h0O_zH9uv Machine Learning Project Samples: https://youtube.com/playlist?list=PLg8h8Ej1e8l3X1OoAkznEcrZ-FaUsnX6Z Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/?hl=en Facebook: https://www.facebook.com/codersarts2017 LinkedIn: https://in.linkedin.com/company/codersarts Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hire-machine-learning-mentor Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online

Cat Dog classification using CNN | Problem Statement Explanation | Deep Learning Project

04:36

Cat Dog classification using CNN | Problem Statement Explanation | Deep Learning Project

#codersarts #ml #machinelearning #datascience #ai #python #kaggle #jupyternotebook #googlecolab #deeplearning #cnn #imageprocessing #imageclassification This is the introduction part of CAT VS DOG Project where we provide the details and procedures of the coming project that we will build in Part2 of this Series. This is based on classification of an image into whether it is a dog or a cat if provided it belongs to one of them. The result will be that our model or bot will be able to recognise on its own what it sees whether it is a dog or a cat based on the training. See you in the next video with complete project development. Below are required links: Code : https://www.kaggle.com/shivamagarwal29/catanddog Dataset : https://www.kaggle.com/datasets/razinw/dog-vs-cat Kaggle platform : https://kaggle.com Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-learning-assignment-help Deep Learning : https://www.codersarts.com/deep-learning-assignment-help NLP: https://www.codersarts.com/nlp-assignment-help Data Visualization : https://www.codersarts.com/data-visualization-assignment-help Computer Vision : https://www.codersarts.com/computer-vision-assignment-help Face Recognition : https://www.codersarts.com/face-recognition-project-help Python: https://www.codersarts.com/python-assignment-help Big Data Assignment Help : https://www.codersarts.com/big-data-assignment-help Django : https://www.codersarts.com/django-assignment-help Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning : https://www.youtube.com/watch?v=Mui5UmcjSKw&list=PLg8h8Ej1e8l2_OxI0p9Xj-B1K1uvuGWJ8 Pandas Tutorial In Python : https://www.youtube.com/watch?v=RcgCcu2BSUo&list=PLg8h8Ej1e8l2KqVqdIqqbcuzqC4xzXXxZ Scikit-Learn Tutorial : https://www.youtube.com/watch?v=MwNLCyCyS-M&list=PLg8h8Ej1e8l1fhKwMVMLtCaug8jLLT0U_ Deep Learning Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l0OksV_sKkVsjhIvJX7IGUl Matplotlib Tutorial : https://www.youtube.com/watch?v=WdCABjiTiSM&list=PLg8h8Ej1e8l3Yxosq7hIPZU9wAf56eLRu OOPs Concepts in Python : https://youtube.com/playlist?list=PLg8h8Ej1e8l3xnitjxf0s8TpE-UDxopu- PySpark Tutorial: https://youtube.com/playlist?list=PLg8h8Ej1e8l1ZeiSCDTgX1QBc2IX24AZR Regression analysis Full Course: https://youtube.com/playlist?list=PLg8h8Ej1e8l2VNxyb24daY-trjBFzqjdH Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction : https://www.youtube.com/watch?v=DoEnFkZ-_44&list=PLg8h8Ej1e8l3LCo3YGlNT1bGmftRziRDT Bike Demand Analysis : https://www.youtube.com/watch?v=pz1Cs7a_cwo&list=PLg8h8Ej1e8l0QPTELrKgHWlTUsk9kRKYr Wine Quality Prediction : https://www.youtube.com/watch?v=DF9FHgbApuw&list=PLg8h8Ej1e8l0s4Aq11nu07OD5Qf3xBZm- Heart Attack Risk Prediction : https://www.youtube.com/watch?v=S-87CcCPTdk&list=PLg8h8Ej1e8l0P5f6xva2HaeyBvRyfkBoZ Bank Customer Exit Prediction Deep Learning : https://www.youtube.com/watch?v=WNviI59a4Ik&list=PLg8h8Ej1e8l2l1Mgduc7b9gB4APsdn0rN Cat Dog Classification Using CNN : https://www.youtube.com/watch?v=FoL-jyHin1M&list=PLg8h8Ej1e8l3gsJl8xe1vmZxhp40LQJDh Brain Tumor Detection : https://www.youtube.com/watch?v=lHYXcwJ9i-I&list=PLg8h8Ej1e8l1o43qy19MluTYFxLpDv82A Project ideas and Work Samples: =========================== Machine Learning Assignment Solution: https://youtube.com/playlist?list=PLg8h8Ej1e8l0oLnxGxodsyW_h0O_zH9uv Machine Learning Project Samples: https://youtube.com/playlist?list=PLg8h8Ej1e8l3X1OoAkznEcrZ-FaUsnX6Z Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/?hl=en Facebook: https://www.facebook.com/codersarts2017 YouTube: https://www.youtube.com/channel/UC1nrlkYcj3hI8XnQgz8aK_g LinkedIn: https://in.linkedin.com/company/codersarts Medium: https://codersarts.medium.com Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hire-machine-learning-mentor Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online

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