akash13singh
ML Engineer/Data Scientist. MS in Data Science from KTH, Sweden & TU Eindhoven, Netherlands
SalesforceDelhi, India
Pinned Repositories
akash13singh.github.io
coursera_ds_competitions
DataMining
Repository with code for various data mining techniques
HiddenMarkovModel
Code for HiddenMarkovModel for Artifiical Intelligence Course
lstm_anomaly_thesis
Anomaly detection for temporal data using LSTMs
LSTM_TimeSeries
LSTMs for time series
mxnet-for-cdl
Collaborative Deep Learning for Recommender Systems.
resilient_nlp
MockingBERT: Making Transformer Models Resilient to Adversarial Misspellings
Triest
Counting Triangles on Streaming Graphs
breakingcaptcha
Breaking captchas!!
akash13singh's Repositories
akash13singh/lstm_anomaly_thesis
Anomaly detection for temporal data using LSTMs
akash13singh/mxnet-for-cdl
Collaborative Deep Learning for Recommender Systems.
akash13singh/LSTM_TimeSeries
LSTMs for time series
akash13singh/resilient_nlp
MockingBERT: Making Transformer Models Resilient to Adversarial Misspellings
akash13singh/akash13singh.github.io
akash13singh/coursera_ds_competitions
akash13singh/kaggle_mercedes_benz
Code for Kaggle Mercedes Greener Manufacturing Challenge
akash13singh/name_matching
Name matching using Approximate Nearest Neigbours
akash13singh/Spectral-Graph-Partitioning
Spectral Graph Partitioning based on http://ai.stanford.edu/~ang/papers/nips01-spectral.pdf
akash13singh/tensorflow_transfer_learning
Transfer Learning using trained Inception v3 model.
akash13singh/Triest
Counting Triangles on Streaming Graphs
akash13singh/AdvancedMachineLearning
Repository for advanced ML course on Coursera.
akash13singh/AWS_LLM_Course
Content of Generative AI with Large Language Models by DeepLearning.aI and AWS on Coursera
akash13singh/breakingcaptcha
Breaking captchas!!
akash13singh/coursera-Advanced-Machine-Learning-specialization
Repo for coursera specialization Advanced Machine Learning by Higher School of Economics
akash13singh/coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
akash13singh/Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
akash13singh/deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
akash13singh/Deep-Learning-TensorFlow
Ready to use implementations of various Deep Learning algorithms using TensorFlow.
akash13singh/deeplearning.ai_courses
̧Courses from deeplearning.ai
akash13singh/dutch-asylum-seeker
akash13singh/fastai
The fastai deep learning library, plus lessons and and tutorials
akash13singh/interviews
Everything you need to know to get the job.
akash13singh/kaggle_mercedes
The 11th place solution of Mercedes-Benz Greener Manufacturing competition on Kaggle
akash13singh/LSTM_tsc
An LSTM for time-series classification
akash13singh/natural-language-processing
Resources for "Natural Language Processing" Coursera course.
akash13singh/salt_identification
akash13singh/TensorFlow-Advanced-Techniques-Specialization
Tensorflow Advanced Technique Specialization
akash13singh/Tensorflow_Advance_Techniques
deeplearning.ai Tensorflow advance techniques specialization
akash13singh/youtube-8m
Starter code for working with the YouTube-8M dataset.