Some certifications that I still have access to
Machine Learning
Conducted by Stanford Professor Andrew Ng on Coursera
Skills Learned:- Basics: Supervised and Unsupervised Learning
- Machine Learning Algorithms
- Linear and Logistic Regression
- Bias, Variance
Verify at coursera.org/verify/2MZYDXMRLKN6
Neural Networks and Deep Learning
Conducted by Stanford Professor Andrew Ng on Coursera
Skills Learned:- Building, training and applying FC Deep neural networks
- Implement Backpropagation in neural networks
- Vectorize neural network implementations
Verify at coursera.org/verify/7YEUK9P7ZNXV
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Conducted by Stanford Professor Andrew Ng on Coursera
Skills Learned:- Effective use of initialization, L2 and dropout regularization, batch normalization, gradient checking
- Application of mini-batch gradient descent, Momentum, RMSprop and Adam
- How to set up train/dev/test sets and analyze bias/variance
- TensorFlow
Verify at coursera.org/verify/XTMQFCDLET64
Structuring Machine Learning Projects
Conducted by Stanford Professor Andrew Ng on Coursera
Skills Learned:- Diagnosis and reducing errors in a machine learning system
- When to compare to human-level performance
- How to apply end-to-end learning, transfer learning, and multi-task learning
Verify at coursera.org/verify/H5ZF68BHA9TK
Convolutional Neural Networks
Conducted by Stanford Professor Andrew Ng on Coursera
Skills Learned:- Building CNN and ResNets
- Application of CNN in recognition problems
- Application of neural style transfer to generate art
- Application of CNN in 2D and 3D data
Verify at coursera.org/verify/XHWEA6BY48E8
Sequence Models
Conducted by Stanford Professor Andrew Ng on Coursera
Skills Learned:- Build and train RNNs, GRUs and LSTMs
- Apply RNNs to NLP problems
- Apply RNNs to speech recognition and music synthesis
Verify at coursera.org/verify/FFZDLX396CZP
Learning How to Learn: Powerful mental tools to help you master tough subjects
Conducted by Dr. Barbara Oakley and Dr. Terrence Sejnowski on Coursera
Skills Learned:- Information encapsulation
- Illusions of learning
- Memory techniques
- using Pomodoro technique to deal with procrastination
Verify at coursera.org/verify/RAZYSYBG4QAS
Vice Chancellor's Award for Best Thesis
This award was received for Best Undergraduate thesis at American International University-Bangladesh for the research on Geonames Classification for Bengali Geowordnet
Fundamental IT Engineer Examination (FE) of ITEE
Verify (find Farhan Ar Rafi Examinee # FE2015OCT00002 ) at:All Passer list of October 2015 itpec.org