ShrikantNande

AppliedAi-Assignments

Text Dataset, Numerical Dataset

BID_Weather-Forecast

Bid Rainfall Dataset : - (1)Maharashtra_Data_Analysis-->Data_Pre-processing, Feature Engineering, Exploratery Data Analysis. (2)Predict_using_LSTM:-->Prepare_dataset_for_Train-Test, Model_building, Losses, Forcasting_rainfall, Compare(Predicted, Real).

Covid-End

EDA, Levitt matrix calculation, Visualization, data incites.

Text-Classification-ZS

Data_Pre-processing, Feature Engineering, TF-IDF, Pridict-(SVM, Naive Bayes){NLP}

Twitter_sentiment_analysis

Data Read, EDA, Data-Embedding, TSNE-plotting

Alcohol-Detection-and-Auto-Headlight-Dimmer

Alcohol Detection for safe driving and auto headlight dimmer. (LEDs, MQ3-Sensors)

ARIMA-Time-Series

Stationarity tests, Feature Engineering, Model Building, Evaluation

Attention-Detection

Human attention detection with facial expression.

Black-Friday

Read_Explore, Datatype, Descriptive_Analysis, Missing_values, Lable Encoding, Exploratery Data Analysis, Model_RandomForestRegressor

Image-Analysis-Texture-

Image_Analysis, Image_Conversions.

Data_Processing_Scripts

Dataset-Read, Datatype, Descriptive_Analysis, Missing_values, Model_Selection(Automation Script)

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

Deep-Learning-Model-Series

Deep Learning Model Series start from 1998 to 2021

House_price

Data_Pre-processing, Feature Engineering, EDA, ElasticNetCV, Xgboost.

HypothesisTest-Practice

Instagram-WebScrapping

Insurance-Analysis

EDA, Model Building, Test

Mask-Detection

Mask detection for safe life.

MNIST

Image_classification, cnn, train, compile, optimization

Plotting_Matplotlib

Different Types of plotting using Matplotlib.

py

Repository to store sample python programs for python learning

Recommender-System-Movies

Data Cleaning, EDA, Recommedation [Content, Collaborative, Hybride]

SMS_SPAM

EDA, W2V, DTree & GaussianNB

SQL

SQL

WebScrapping

BeautifulSoup, Request

Wine_Quality

Data_Pre-processing, EDA, Feature Engineering, Linear_Regression, Logistic_Regression

World-Cup-WIning-Percent

Data_scrapping, Exploratery_data_analysis, Model_building.