Name: Neha Seth
Type: User
Bio: Hi!
I am enthusiastic about machine learning & data. I like to write about ML & other things. On way to be a CFA Charterholder, have passed all its 3 levels :)
Twitter: sethneha
Location: New Delhi, India
Blog: linkedin.com/in/neha-seth-69771111
Neha Seth's Projects
End-to-End working on Binary Audio Classification for Emergency Vs Non-Emergency Vehicle
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.
A global bank wants to understand what factors drive the credit card spend and predict the credit limit for the new applicants.
An End-to-End Guide on Data Preprocessing in Machine Learning in Python
Case studies on Pandas for data munging, descriptive & statistical analysis
Wealth Assitant Advisor Powered by GenAI
End to End implementation of Topic Modeling using LDA
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.
Build network intrusion detection system to detect anomalies and attack in the network (both Binomial and Multinomial classification)
Short exercises on NumPy & Pandas
A Step-by-Step approach on how to reduce dimensions using Principal Component Analysis.
Preprocess Package for NLP
Anomalies detection (fraud customers) and breast cancer detection using the self-organizing maps, an unsupervised deep learning technique
A Simple Guide to Metrics for Calculating String Similarity using Hamming and Levenshtein Distance
Predicting weekly store sales for Walmart