sethns Goto Github PK

audio-classification

End-to-End working on Binary Audio Classification for Emergency Vs Non-Emergency Vehicle

credit-card-segmentation

Built an enriched customer profile by deriving few key performance indicators (KPIs). For dimensionality reduction used Principal Component Analysis. To identify the optimal clusters performed clustering using K-Means and Agglomerative Hierarchical Clustering such as Elbow analysis, Silhouette coefficient, Dendrogram. Performed segment distribution and Profiling to form segments and based on the analysis of each segment identified the key consumption characteristics of each segment.

credit-card-spend

A global bank wants to understand what factors drive the credit card spend and predict the credit limit for the new applicants.

data-preprocessing-in-python

An End-to-End Guide on Data Preprocessing in Machine Learning in Python

eda-statistical-case-studies

Case studies on Pandas for data munging, descriptive & statistical analysis

fortunai

Wealth Assitant Advisor Powered by GenAI

latent-dirichlet-allocation-lda-

End to End implementation of Topic Modeling using LDA

medicare-health-care-case-study-_cloudera-data-science-challenge

ml-tutorial-with-python

A Machine Learning Tutorial for Beginners detailing how to detect missing values, treat outliers. Perform Scaling, transforming the data, creating dummy variables. Splitting the data into test and train and model evaluation for a classfication problem.

network-intrusion-detection-system

Build network intrusion detection system to detect anomalies and attack in the network (both Binomial and Multinomial classification)

pandas-exercises

Short exercises on NumPy & Pandas

pca

A Step-by-Step approach on how to reduce dimensions using Principal Component Analysis.

preprocess_sethneha

Preprocess Package for NLP

self-organizing-maps

Anomalies detection (fraud customers) and breast cancer detection using the self-organizing maps, an unsupervised deep learning technique

string-similarity

A Simple Guide to Metrics for Calculating String Similarity using Hamming and Levenshtein Distance

walmart-sales-forecasting

Predicting weekly store sales for Walmart