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|Write ups|
Data Science Projects
|Ground breaking Text mining and Analytics project, to investigate Social Terrorism ON SOCIAL NETWORKS|
|Python Programming - From Basics to Advanced| PYTHON
|Convolutional neural networks(CNN) for image classification - %Image Recognition| in our case to detect covid-19 on sample chest X-rays dataset|
|Predictive Analytics| To investigate and find out if models could have predicted the current price indices using the already experienced past prices| By performing a time series forecasting using consumer price index from 2019.|
|Implementation of Clustering algorithmns | Affinity Propagation | Agglomerative Hierarchical clustering| Expectation-Maximization Clustering using GMM| DBSCAN clustering Algorithm | Mean-shift algorithm | K-Means algorithm | OPTICS | Gaussian Mixture Model | and BIRCH. |
|Coming soon|
More Data Science Projects
|R in Statistical Modelling for DATA Science|
|Data Exploration in Python to investigate Water Quality against time between 1970s-todate| Case Study King County, Washington USA | project also done in Microsoft excel|
|Text Analytics|Implementing Descriptive Text Analytics using Python|
|Narural Language Processing Techniques|eg |Tokenization|Bag of words|Stemming|Lemmatization|POS - part-of-speech tagging|
|Coming soon|
|Coming soon|