Abhinav Pangaria account profile

Personal details

Abhinav Pangaria

Highlights

DeepLearning.AI TensorFlow Developer_logo

DeepLearning.AI DeepLearning.AI TensorFlow Developer Professional Certificate

Google Data Analytics_logo

Google Google Data Analytics Professional Certificate

Deep Learning_logo

Deep Learning Specialization (DeepLearning.AI)

Highlights

DeepLearning.AI TensorFlow Developer_logo

DeepLearning.AI DeepLearning.AI TensorFlow Developer Professional Certificate

Google Data Analytics_logo

Google Google Data Analytics Professional Certificate

Deep Learning_logo

Deep Learning Specialization (DeepLearning.AI)

Experience

Projects

Data Science Coding Challenge: Loan Default Prediction preview image

Data Science Coding Challenge: Loan Default Prediction

Used gradient boosting with hyperparameter tuning, feature engineering, and cross-validation to predict customer churn. Achieved ROC AUC score of ~0.75, enabling targeted retention efforts.

Category: Data Preprocessing
Category: Data Manipulation
Category: Model Training
Category: Jupyter
Category: Data Science
Category: Model Evaluation
Category: Data Analysis
Category: Applied Machine Learning
Category: Python Programming
Category: Data Processing
Category: Predictive Modeling
Category: Machine Learning
Category: Model Optimization

•8 hours•Completed July 2024

Google Data Analytics Capstone: Complete a Case Study preview image

Google Data Analytics Capstone: Complete a Case Study

Analyzed Fitbit data to identify trends in smart device usage. Applied insights to Bellabeat Time watch. Marketing strategies focusing on activity tracking, sleep monitoring, and stress management.

Category: Analysis
Category: Artificial Intelligence
Category: Data Analysis
Category: Analytics
Category: Interviewing Skills
Category: Data Visualization Software
Category: Data Cleansing
Category: Data Visualization
Category: Data Processing
Category: LinkedIn
Category: Web Presence
Category: AI Enablement
Category: Spreadsheet Software
Category: Presentations
Category: Case Studies
Category: Portfolio Management
Category: Analytical Skills

•Completed July 2024

Education

Credentials

DeepLearning.AI TensorFlow Developer_logo

DeepLearning.AI DeepLearning.AI TensorFlow Developer Professional Certificate

Category: Computer Vision
Category: Deep Learning
Category: Artificial Neural Networks
Category: Natural Language Processing
Category: Forecasting

Completed July 2024

Google Data Analytics_logo

Google Google Data Analytics Professional Certificate

Category: Data Analysis
Category: R Programming
Category: SQL
Category: Spreadsheet Software
Category: Business Communication

Completed July 2024

Deep Learning_logo

Deep Learning Specialization (DeepLearning.AI)

Category: Machine Learning
Category: Deep Learning
Category: Artificial Neural Networks
Category: Machine Learning Algorithms
Category: Applied Machine Learning

Completed June 2024

Courses

Coursera_logo

Coursera · Course

Data Science Challenge

Category: Computer Programming
Category: Python Programming
Category: Machine Learning
Category: Data Analysis
Category: Data Science

Completed July 2024

DeepLearning.AI_logo

DeepLearning.AI · Course

Sequences, Time Series and Prediction

Category: Machine Learning
Category: Tensorflow
Category: Forecasting
Category: Artificial Neural Networks

Completed July 2024

DeepLearning.AI_logo

DeepLearning.AI · Course

Natural Language Processing in TensorFlow

Category: Artificial Neural Networks
Category: Tensorflow
Category: Machine Learning
Category: Natural Language Processing

Completed July 2024