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ai_games-bayesian_minmaxalphabeta_quintris_truthtobetold

ai_probability-stat_postag_icetrackingcv_textreadingocr

ai_puzzle_roadtrip_teamselection

To develop and optimize search algorithm to solve (1) Rotational puzzle board (2) Finding optimal routes, distance, time and cost factor for a trip between two locations and (3) Selecting a team of members

ai_searching-navigation-hide-seek

Develop search algorithm in python to navigate through a grid and to find a creature present in the grid playing hide and seek :)

asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

bert-for-sentiment-analysis

bert_movie_review_prediction_on_tf_hub

book-recommender-system

Built book recommendation system suing collaborative filtering approach

coursera-natural-language-processing-specialization

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

cv_image_equation_solver

A use case to classify characters and solve equation from image using CNN.

cv_weld-image-classification-for-defect-identification

Developed an image classification model which would efficiently identify whether the welding done by the robotic machines are good or defective

demo

knn_from_scratch_ez_version

Implementation of the easiest version of KNN algorithm from scratch

mathematics-for-machine-learning-and-data-science-specialization

Non-credit online course by DeepLearning.AI

ml_gp_with-linear_rbf_kernel_fromscratch

ml_knn_mlp_classification_from_scratch

ml_modelselection_bayesian_linear_regression

ml_naivebayes_testclssification_fromscratch

ml_pipeline_for_credit_card_fraud_classification

ml_variants_of_glm_fromscratch

mlproject

nlp_topic-identification-emotion-detection-apple-product-services

What are the key technical issues and problems faced by the Apple product consumers? What are the different emotion trends of the people throughout the year regarding various Apple products and services?

python_crashcourse_in_7days

risk_analysis_on_loan_portfolio_customer_segmentation

Risk analysis on the loan portfolio and customer segmentation using statistical tests and clustering models to optimize promotion.

sales-forecasting-customer-profiling

smm_sentiment-analysis-us-presidential-election-2020-tweets

What are the people’s reactions and sentiment regarding Joe Biden running for the President of the United States of America?

stock_performance_analysis_prediction

Analyzing and predict stock performance and real estate prices utilizing Linear regression and Hypothesis testing with Stats model.

tableau_meta-visualization-hubmap-kaggle-competitions

This project report presents the results of a metadata visualization study conducted on relevant competitions hosted on Kaggle related to the HuBMAP (Human BioMolecular Atlas Program) project. HuBMAP aims to create a comprehensive map of the human body at a single-cell level to improve our understanding of human health and disease.

transformer-from-scratch

Well documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.