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deep-learning-basics-with-python-keras

This article will provide a brief introduction to Deep Learning & Neural Networks, and using them to predict results using Python & Keras API.

linear_regression_detailed_implementation

A Step by Sep Detailed explanation of Linear Regression

m5_kaggle

Kaggle Competition for Wallmart Sales Prediction for next 30 days.

marketing-data-analysis-of-bank-with-machine-learning

An assignment project which analyzes the demographic and marketing campaign related information of client records to predict if he/she will subscribe to the product or not

predictions-using-linear-regression

A Project using the demo Ecommerce dataset, to predict on the requirements by the Ecommerce org.

py4ds_final_project

running-a-spark-job-on-aws-cluster

When dealing with huge datasets, it is quite impossible that the code successfully executes on your personal desktop. You either need a locally installed clustered environment i.e. Hadoop Map-Reduce or a Cloud such as AWS. Here's an example of running such Job on AWS cloud.

testrel

text-generation-with-neural-networks

Generating Simple Text using Spacy & Keras Recurrent Neural Networks

topic-modeling-with-python-scikit-lda

This, along with the source code example will give you an idea of how LDA works and how we and leverage from the Un-supervised Machine Learning.

topic-modeling-with-python-scikit-lda-in-urdu

یہ اردو تحریر ہے جس سے ہم یہ معلوم کرنے کی کوشش کریں گے کہ خود کار مشین لرننگ تکنیک ایل ڈی اے کس طرح کام کرتی ہے ۔ کوڈنگ کے ساتھ

twitter-sentiment-analysis

Analysis of Twitter Sentiments for Random 3 minutes Tweets

using-logistic-regression-for-prediction

Predicting the Survivors in Titanic through the Logistic Regression Technique

water_pump_analysis

xgboost

Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.