Code Monkey home page Code Monkey logo

Hi πŸ‘‹, I'm Muhammad Usman

I'm

  • Data Analyst πŸ•Έ
  • Machine Learning Expert πŸ’»
  • Python Developer 🐍
  • Data Scientist πŸ–₯
  • Freelancer πŸ’–

Coding

Data Scientist, expertise in dealing with billions of data, correlation, investigation, and prediction using the techniques mentioned below. I am a quick learner and my ready-to-go attitude has helped me overcome challenges while working with any new technology stack.

Area of Expertise: - Big Data (Data Preparation, Exploration, Transformation, Model, Evaluation) - Supervised Machine Learning (Logistic Regression, Decision Tree, Naive Bayes, K-nearest neighbor, SVM, Regression) - Unsupervised Machine Learning (Clustering: K-means, DBSCAN, Hierarchical, BIRCH, EM-GMM, Association Analysis, Dimensionality Reduction) - Artificial Neural Networks - Ensemble Learning (Bagging, Boosting, Stacking, Random Forest) - Data Mining (Normalization, Extracting features, Selection of model, Training, Evaluation) - Text Mining (Tokenization, Stopwords Removal, Stemming, POS Tagging, Bag of Words, Words Embeddings)]

muhammadusmantipu

🀝🏻  Connect with Me

πŸ’» Tech Stack

muhammadusmantipu

Β muhammadusmantipu

muhammadusmantipu

Muhammad Usman's Projects

classification-ibm-project icon classification-ibm-project

The dataset is about past loans. The loan_train.csv data set includes details of 346 customers whose loans are already paid off or defaulted.

text-mining-and-nlp-using-1.6-million-dataset icon text-mining-and-nlp-using-1.6-million-dataset

1. Explored and prepared the data (Tokenization, Stemming, Stopwords, visualization, etc.) 2. Build a BOW and trained a KNN, Decision Tree, and SVM model 3. Evaluated the above models (confusion matrix, accuracy, classification report, etc.) 4. Used word2vec and build a CNN model 5. Compared the results with all above.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.