Shanmugasundaram M's repositories
at16k
Trained models for automatic speech recognition (ASR). A library to quickly build applications that require speech to text conversion.
awesome-mlops
A curated list of references for MLOps
Data-science-1
Collection of useful data science topics along with code and articles
DataScienceCourse
This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
DESAL
On-line Resources for Data Engineering, (Data) Science & (Data) Architecture Learning
DLTFpT
Deep Learning with TensorFlow, Keras, and PyTorch
kubernetes-mlops
MLOps tutorial using Python, Docker and Kubernetes.
Learn-Data-Science-For-Free
This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.
learn-python
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris
Life-Insurance-Sales
Predicting Agent Bonus for Life Insurance Sales
machine_learning_basics
Plain python implementations of basic machine learning algorithms
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
mlbook
Repository for the free online book Machine Learning from Scratch (link below!)
NYU-DLSP21
NYU Deep Learning Spring 2021
pandas-workshop
A 3-hour introductory workshop on pandas with notebooks and exercises for following along.
pandas_exercises
Practice your pandas skills!
Predicting-the-cost-to-ship-the-sculptures-
Predicting the cost to ship the sculptures using python machine learning
Python
All Algorithms implemented in Python
python-1
Tutorial material on machine learning with dirty data in Python
ReGraph
Tool for building graph-based hierarchical knowledge representation systems
statistics-for-data-scientists
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
thirdeye
ThirdEye is an integrated tool for realtime monitoring of time series and interactive root-cause analysis. It enables anyone inside an organization to collaborate on effective identification and analysis of deviations in business and system metrics. ThirdEye supports the entire workflow from anomaly detection, over root-cause analysis, to issue resolution and post-mortem reporting.
Time-series-forecasting
Forecasting sales of certain wine.
TorchSnooper
Debug PyTorch code using PySnooper
Wine-Sales-Prediction
Predict wine sales using time series Forecasting
zamia-speech
Open tools and data for cloudless automatic speech recognition