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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

applied-ml-

📚 Papers & Tech Blogs by companies sharing their work on data science & machine learning in production.

audio-survey-for-product-awareness-for-business-expansion

awesome-data-leadership

A curated list of awesome posts, videos, and articles on leading a data team (small and large)

cnn-application-for-dog-breed-identification

At the end of this project, your code will accept any user-supplied image as input. If a dog is detected in the image, it will provide an estimate of the dog's breed. If a human is detected, it will provide an estimate of the dog breed that is most resembling.

collaboration-and-competition

For this project, we will work with the Tennis environment and solve it using RLdeep learning based models for multi-agent continuous controls and actions.

confluent-kafka-setup

continuous-control

For this project, we will work with the Reacher environment and solve it using RL models for continuous actions/controls.

creating-a-sentiment-analysis-web-app

Our goal will be to have a simple web page which a user can use to enter a movie review. The web page will then send the review off to our deployed model which will predict the sentiment of the entered review.

credit-risk-pd-modeling-ead-modeling-lgd-modeling

data-processing-project-wrangling-and-data-analysis-udacity

Data Wrangling & Analysis Project : Involves Programmatical extraction of data from Twitter Archive, additional data from Twitter API, etc and then pre-processing data for future use.

data-science-bikeshare-project.

In this project, we'll make use of Python to explore data related to bike share systems for three major cities - Chicago, New York City and Washington. We ll have to code to import the data and answer interesting questions about it by computing descriptive statistics. We will also write a script that takes in raw input to create an interactive experience in the terminal

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

developing-an-ai-application

In this project, you'll train an image classifier to recognize different species of flowers. You can imagine using something like this in a phone app that tells you the name of the flower your camera is looking at. In practice you'd train this classifier, then export it for use in your application. We'll be using this dataset of 102 flower categories.

disaster-response-pipeline-project

Analyzing received message data for disaster response system

dnn-speech-recognizer

Built a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline.

dog-identification-app

A capston project of Udacity Machine Learning Algorithm for Dog Breed Classification.

dsnd-disaster-response

Udacity Data Science Nanaodegree - Disaster Response Pipeline Project

eda-practice

gan--face-generation

In this project, you'll define and train a DCGAN on a dataset of faces. Your goal is to get a generator network to generate new images of faces that look as realistic as possible!

generative-ai-with-llms

Generative AI with LLMs by Deep Learning ( Andrew Ng )

hand-detection-tool-for-safety-in-industrial-shredder-machine

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

manish8917-perceptron-python-script-logging-and-docstring

ml-projectkart

Kart of 210+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.

mldeployment

model-to-predict-npa-using-kmeans-random-forest-xgboost

neural-network-predicting-bike-sharing-patterns-udacity-project

Build a neural network from scratch to carry out a prediction problem on a real dataset

nlp-machine-translation

This project contains a notebook machine_translation.ipynb for the implementation of a deep neural network for an end-to-end machine translation pipeline for an English to French translation.