Shahan Ahmed Machine Learning, Data Science, Basic Robotics
No reviews yet

Hi. This is Shahan Ahmed. Currently I am completing my BS Degree from North South University. I have already publish a research paper on "9th IEEE International WIE Conference 2023" on titled "A Novel Approach for Recognizing American Sign Language (ASL) using Hand Landmark Distance & Machine Learning Algorithm". I have enough experience to help solving machine learning problem and hands on machine learning project. Along a side I have a strong backbone knowledge about Machine Learning from Extremely Beginner to Advance on Machine Learning with most of the Algorithms.

A Machine learning project started with finding the problem and solutions. I can assist which problems are relevant or not. After that we have to collect the dataset. There I have can share my experience with many tools and python automation for collecting the dataset.

After a while we need to visualize our dataset. For that purpose, there many python libraries are in my knowledge like Pandas, Numpy, Seaboarn, Matplotlib and many more.

After visualize our dataset, now we have to train our model. Based on the dataset visualization we have to find the perfect machine learning model like Naive Bayes, decision tree, K Nearest Neighbor, Random Forest, Artificial Neural Network and so on.
Now it's time to tuning all the parameters. For that we need to have a strong knowledge about all the algorithm. For the Hyper parameter we can use GreadSearchCV, RandomSearchCV methods to find the best parameters.

After training the model we need to calculate the performances of our model using Performance Matrices like Accuracy, Precision, Recall, F_1 Score, Cross Validation, ROC, AUC, Train Test accuracy, Bias and so on.
After finding the best model now we need to store our model or save or model. For that purpose, we can use joblib or pikle method.

Now here we are ready to deploy or model in our APP or website or any user friendly applications.

Subjects

  • Machine Learning Beginner-Expert

  • Machine learning Python Beginner-Expert

  • Applied Machine Learning Beginner-Expert

  • Introduction to Machine Learning Beginner-Expert

  • Machine learning projects Beginner-Expert

Experience

No experience mentioned.

Education

  • Bachelor of Science (Jan, 2020–Dec, 2023) from North South University, Dhaka
  • Higher Secondary (Jul, 2016–Apr, 2018) from Jalalabad Cantonment Public School & College–scored 5.00
  • Secondary (Jan, 2014–Feb, 2016) from Jalalabad Cantonment Public School & College–scored 5.00

Fee details

    ৳20,000–40,000/month (US$167.31–334.62/month)

Reviews

No reviews yet. Be the first one to review this tutor.