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2019ml

ipynb files for beginners starting Machine Learning

amazon-fine-food-reviews.

Amazon Fine Food Reviews is a classic Sentiment Analysis problem used to classify the polarity of the review given by the Amazon user. I implemented various ML algorithms given the textual features to classify the polarity of review.

assignment

breast-cancer-classification-using-svm

A machine learning mini-project for classification of Breast Cancer into malignant or benign using sklearns' built-in data-set.

classification-of-genetic-mutation-using-machine-learning

Predicting the probability of a data point belonging to a particular class, given text-based clinical literature and minimizing the Log-Loss as a metric and deploying the model using Flask.

donors-choose

Applying various models to see which one performs better with respect to each other using various classifiers.

eda-on-haberman-dataset

Performing Exploratory Data Analysis on the Haberman's Survival Data-set

interfacing-an-led-a-buzzer-and-ttp223-capacitive-touch-sensor-with-arduino-uno

iot-controlling-an-appliances-using-facebook-messenger-chatbot-via-chatfuel-and-mqtt-

This project consisted of using an ESP8266 Development Board for controlling home appliances using Facebook Messenger.

iot-controlling-an-led-using-voice-based-google-assistant-via-adafruit-mqtt

This project consisted of using an ESP8266 Development Board for controlling the LED using Google Assistant. MQTT broker named Adafruit, along with an app called IFTTT was used to give voice commands through Google Assistant using your smartphone to switch an LED ON and OFF.

iot-interfacing-lm35-sensor-with-bolt-module-and-send-an-sms-alert.

The Project consisted of interfacing an LM35 sensor with BOLT Module to send an SMS alert using Twilio when a temperature crosses a threshold value.

iot-interfacing-lm35-sensor-with-bolt-to-send-temperature-alert-tweets

The Project consisted of interfacing an LM35 sensor with BOLT Module to send a Tweet alert using Tweepy when a temperature crosses a threshold value.

k-nn-on-amazon-fine-food-reviews

Applying k-NN classification machine learning technique on Amazon Fine Food Reviews data set to classify whether the reviews are 'Positive' or 'Negative'.

machine-learning-with-python-cookbook-notes

My jupyter notebooks/code samples from Chris Albon's Machine Learning with Python Cookbook

naive-bayes-on-amazon-fine-food-reviews

Applying Naive Bayes classification Machine Learning technique on Amazon Fine Food Reviews data set to classify whether the reviews are 'Positive' or 'Negative'.

quora-question-pair-similarity

ML Project - Quora Question Pair Similarity

react-complete-guide-code

Code snapshots and materials for our "React - The Complete Guide" course (https://acad.link/reactjs)

remote-branches-demo

t-sne-visualization

Performing t-SNE visualizations on Amazon Fine Food Reviews Data-set.

yellow-cab-fare-prediction-in-new-york-city