Duration Formatting in Excel
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Duration Formatting in Excel

Problem in Duration Formatting in Excel Recently I wanted to perform some analysis using the YouTube channel data. So I browsed all the channels from where I wanted to get the data, copied and pasted data into my excel sheet. After performing all the clean operations I got a duration column that has information like…

Best Youtube Channels to Learn Data Science
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Best Youtube Channels to Learn Data Science

The way we are learning new technologies has hugely changed in the last 5 years. Many educators, researchers, voices for quality education for all have come to create their educational videos and share those with community members, peers, and learners from industries. Many subjects and topics like Data Science, Artificial Intelligence, Machine Learning, Deep Learning,…

How PCA Works
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How PCA Works

Principal Components Analysis (PCA) PCA Machine Learning PCA or Principal Component Analysis is one of the most powerful technique of dimension reduction. Although this is statistical techniques but heavily used in Machine Learning model development. If a dataset has high number of features/ columns/ dimensions then PCA can compress that information in couple of PC,…

Naive Bayes Classifier Example
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Naive Bayes Classifier Example

Naive Bayes classifier example In this presentation, I am not going into the depth of the Naive Bayes algorithm. I am assuming you have heard this term many times but not able to visualize it mentally or struggling to comprehend this. If that is the case then you are on the right page. How Naive…

High School Maths for Data Science
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High School Maths for Data Science

If you are bothering how much mathematics you need to know to enjoy your journey in data science then this list of topics will make you happy. This is basic high school mathematics which you must know to move ahead in Machine Learning, Deep Learning, NLP, Computer Vision, or any other specialized domain of AI….

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Popular Data Science, AI, ML Website Links

Content on this page keeps changing. These links are taken from my chrome browser favorites. Website Links   deeplearning.net       deeplearning.stanford.edu       nlp.stanford.edu       ai-junkie.com       cs.brown.edu/research/ai       eecs.umich.edu/ai       cs.utexas.edu/users/ai-lab       cs.washington.edu/research/ai       aiai.ed.ac.uk       www-aig.jpl.nasa.gov…

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How to learn statistics for data science?

Popular Links to Learn Statistics Statistical Inference – an overview | ScienceDirect Topics Welcome – The Data Journalism Handbook Calculus – Get Help from Online Calculus Tutor | Math@TutorVista.com Probability Mathopolis Question Database Addition Rules for Probability | Math Goodies Combinations Calculator (nCr) Large Enough Sample Condition – Statistics How To Z Table | Z…

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Best Python Resources

Popular Python Resources Best Python Resources (General) FakeNewsDetection/FakeBuster: Fake News Detection with Machine Learning Learn Python the Hard Way Python Practice Book — Python Practice Book Making Games with Python & Pygame Python Programming Tutorials Jupyter Notebook Viewer nbviewer Jupyter Notebook Viewer Complete-Python-Bootcamp/Solution Links.md at master Learning Python – The Hitchhiker’s Guide to Python The…

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Popular Links of Data Visualization

Content on this page keeps changing. These links are taken from my chrome browser favorites. Data Visualization Quick and Easy Data Visualizations in Python with Code. (https://lnkd.in/fXJ-_Y8) 10 Useful Python Data Visualization Libraries for Any Discipline. (https://lnkd.in/fBxbHwr) Top 50 matplotlib Visualizations – The Master Plots (with full python code). (https://lnkd.in/fGrnGax) Data Visualization Effectiveness Profile. (https://lnkd.in/f3v52Fd)…

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Popular DS, AI, ML Blogs & Articles

Content on this page keeps changing. These links are taken from my chrome browser favorites. Blogs Learn Analytics | Business Analytics |Analytics community TechCrunch – Startup and Technology News Medium.com Analytics India Magazine | Artificial Intelligence, Data Science kdnuggets: Blog of All Blogs datascience: Data Science Google News – Data Science Datacamp: Data Science Blog…

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Top 50+ Artificial Intelligence Frameworks and Tools

Popular AI, ML Framework & Tools Framework Caffe Torch7 Theano cuda-convnet convetjs Ccv NuPIC DeepLearning4J Brain DeepLearnToolbox Deepnet Deeppy JavaNN hebel Mocha.jl OpenDL cuDNN MGL Knet.jl Nvidia DIGITS – a web app based on Caffe Neon – Python based Deep Learning Framework Keras – Theano based Deep Learning Library Chainer – A flexible framework of…

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Popular DS, AI, ML Datasets

Content on this page keeps changing. These links are taken from my chrome browser favorites. Popular DS, AI, ML Datasets Google Scholar research.yahoo.com Yahoo Datasets – Data.gov kdnuggets- Datasets for Data Mining and Data Science UCI Machine Learning Repository Datasets | Kaggle data.world – Travel data.gov.in data.gov.uk tn.data.gov.in Tamilnadu surat.data.gov.in Surat City Cricket Data :…

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Popular DS, AI, ML Research Journals

Content on this page keeps changing. These links are taken from my chrome browser favorites. Tools to Research Papers ResearchGate Semanticscholar.com Facebook AI Research Papers With Code Google Scholar – Free, Open, and Public Domain Resources – LibGuides at Empire State College Home | Microsoft Academic Semantic Scholar | AI-Powered Research Tool Library Genesis W&B…

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Popular DS, AI, ML Online Course, Tutorial, Videos

Courses Machine Learning – Stanford by Andrew Ng in Coursera (2010-2014) Machine Learning – Caltech by Yaser Abu-Mostafa (2012-2014) Machine Learning – Carnegie Mellon by Tom Mitchell (Spring 2011) Neural Networks for Machine Learning by Geoffrey Hinton in Coursera (2012) Neural networks class by Hugo Larochelle from Université de Sherbrooke (2013) Deep Learning Course by CILVR lab @ NYU (2014) A.I…

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Popular DS, AI, ML Online Books

Free Online Books Deep Learning by Yoshua Bengio, Ian Goodfellow and Aaron Courville (05/07/2015) Neural Networks and Deep Learning by Michael Nielsen (Dec 2014) Deep Learning by Microsoft Research (2013) Deep Learning Tutorial by LISA lab, University of Montreal (Jan 6 2015) neuraltalk by Andrej Karpathy : numpy-based RNN/LSTM implementation An introduction to genetic algorithms Artificial Intelligence: A Modern Approach…

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Popular Data Science, AI, ML Researchers

Popular Data Science, AI, ML Researchers For the initial list, I have taken content from github. I will expand this. If you know any please feel free to put in the comment box. Aaron Courville Abdel-rahman Mohamed Adam Coates Alex Acero Alex Krizhevsky Alexander Ilin Amos Storkey Andrej Karpathy Andrew M. Saxe Andrew Ng Andrew…

What is XAI Meaning
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What is XAI Meaning

XAI in Simple Language! The disciple of Data Science and AI has brought many terms in the boardroom for discussion, which looks complicated. In reality, many of these terms are so simple and obvious from a natural intelligence perspective that once we know it we feel it is very simple. But from the technology perspective,…

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Reinforcement Learning Repositories

URL Description Name Owner/login https://github.com/openai/baselines OpenAI Baselines: high-quality implementations of reinforcement learning algorithms baselines openai https://github.com/hill-a/stable-baselines A fork of OpenAI Baselines, implementations of reinforcement learning algorithms stable-baselines hill-a https://github.com/openai/spinningup An educational resource to help anyone learn deep reinforcement learning. spinningup openai https://github.com/google/dopamine Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. dopamine…

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Technologies Related AI, ML

Technologies Related AI, ML For this list of technologies, I thank GitHub repository sindresorhus. Platforms Node.js – Async non-blocking event-driven JavaScript runtime built on Chrome’s V8 JavaScript engine. Cross-Platform – Writing cross-platform code on Node.js. Frontend Development iOS – Mobile operating system for Apple phones and tablets. Android – Mobile operating system developed by Google. IoT & Hybrid Apps…