Jr. Machine Learning/NLP Engineer
Location : Mumbai
Experience : 1 Year
Rate: $16 / Hourly
Availability : Immediate
Work From : Offsite
Category : Information Technology & Services
PROJECT: CREATING A CHATBOT
NLP was applied to clean the questions and answers.
For creating a Chatbot LSTM neural network was used.
PROJECTS
BUILD A CAT BREED IMAGE CLASSIFICATION MODEL WITH THE INCEPTION CNN ARCHITECTURE (1/07/2021)
The dataset is of 10 breeds of cats, trained the dataset using the Inception CNN architecture.
Dataset is split into training and testing sets using “image_dataset_from_library” and then images are trained using RMSprop optimizer.
DETECTION OF FAKE NEWS VIA NLP (26/08/2020)
Cleaned the dataset using Python tools, used techniques like tokenization, stopwords, lemmatization, Tf-idf vectorization.
Used Logistic regression & Random Forest supervised techniques on the data for detection.
Used LIME to reflect the contribution of each feature to the prediction of a data sample.
A STUDY OF MOBILE PRICE DATASET USING DIFFERENT CLASSIFICATION TECHNIQUES
Imputed missing values, used Extra Trees Classifier for selecting the top 10 features.
The price of mobile was predicted using Neural Network and other classification techniques like Random Forest, Naïve Bayes, K-Nearest Neighbor, Decision Tree to select the model which gives the highest accuracy and
less bias.
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