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End to End Machine Learning case studies solved using python

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Latest Blogs

Thoughts, ideas and tutorials about Data Science

CNN case study
Face Recognition using Deep Learning CNN in Python
In this case study, I will show you how to implement a face recognition model using CNN. You can use
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LSTM architecture
Predicting stock prices using Deep Learning LSTM model in Python
In this case study, I will show how LSTMs can be used to learn the patterns in the stock prices.
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How to use ANN for classification in python
How to use Artificial Neural Networks for classification in python?
How to use Deep Artificial Neural Networks for Classification use cases in Python
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Regression using Artificial Neural Networks
Using Artificial Neural Networks for Regression in Python
How to implement a Deep Learning ANN for a Regression use case in python
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Data Science Interview Questions Deep Learning
Data Science Interview Questions for IT Industry Part-6: Deep Learning
Deep Learning algorithms are helping us to create a lot of modern applications based on AI. For example, Alexa, Siri,
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Reinforcement Learning
Data Science Interview Questions for IT Industry Part-5: Reinforcement ML
Reinforcement Learning: The Future of AI. Most important concepts and algorithms which are asked in the data science interviews
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Unsupervised ML
Data Science Interview Questions for IT Industry Part-4: Unsupervised ML
Important Unsupervised machine learning algorithms which are asked in the data science interviews.
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Supervised Machine Learning
Data Science Interview Questions for IT Industry Part-3: Supervised ML
Popular supervised machine learning algorithms which are asked in the data science interviews.
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Data Science Interview Question part-2
Data Science Interview Questions for IT Industry Part-2: Machine Learning
Important conceptual questions related to Machine Learning and Data Science interviews
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data science interview question
Data Science Interview Questions for IT Industry Part-1: Statistics
Statistics is a vast subject and no one knows all of it! But there are some bare minimum concepts which
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How to apply machine learning to any business problem
How to apply Data Science for any business problem
Understanding machine learning algorithms and statistics is half of the story. Choosing the right algorithm for the business problem at
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What is the use of Sampling Theory in Data Science
What is the use of Sampling Theory in Data Science
Sampling Theory helps you to examine how good the predictive model will perform after it is deployed in production.
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My story

Hi!

My name is Farukh Hashmi. Currently I am working as a Lead Data Scientist at Saama Technologies. I have 11+ years of IT industry experience in AI, Machine Learning, Data Science and BI.

I have built predictive and prescriptive models for various business domains like Logistics, Insurance, Telecom and Consumer Packaged Goods while working with some of the technology leaders like Infosys, IBM, and Persistent Systems.

I have started this blog to connect the dots of theory and practical applications of AI/Machine Learning for all the budding Data Scientists out there!