Muhammad Farhan's repositories
Data-Science-Mentorship-Program
This repo contain all the notebooks and the code of the Data Science Mentorship Program offered by Campusx youtube channel.
100-days-of-machine-learning
One the best Resources to learn Machine Learning from Scratch. They also have a YOUTUBE channel where they teach all the things.
Blackjack_RL
In this project, I implemented the Gymnasium library to using the environment of the Blackjack. For the training purpose, I used the Greedy Policy to learn the policy to take accurate action as much possible to win the game.
Car-Tracking-Manager
Computer Vision Project (openCV)
Car_Parking_System
Car_Parking_System
Coccidiosis-Disease-Prediction-in-Using-Chicken-Fecals
End to End MLOps Project
Data-Driven-Science-and-Engineering
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Hand-Posture-Prediction
In this project, EMG data was gathered from the hand posture to train a machine learning model to prediction the Hand Posture using Label data.
robotics-toolbox-python
Robotics Toolbox for Python
data-science
:bar_chart: Path to a free self-taught education in Data Science!
developer-roadmap
Roadmap to becoming a developer in 2022
ETE-Machine-Learning-Project
This project contain the framework and the structure that has been used in the industry to carry out the Machine Learning model into the production. It contains all the required steps from logging, exception to pipelines for easy deployment into the webservers.
farhanzafrani.github.io
This is my personal website that contains all the information regarding my education, research, work experience and above all the contribution that I had made to make people grow in the AI and Machine Learning field.
fastbook
The fastai book, published as Jupyter Notebooks
Fundamentals-of-Computer-Vision-using-openCV
This repo contains all the python files for computer vision using openCV. Different file has been used for different tasks. It covers almost all the required topics of the Computer Vision.
Machine-Learning-with-Python
All the lab code that I just completed in the course from IBM.
Mathematics-for-Machine-Learning-and-Data-Science
Mathematics for Machine Learning and Data Science, course material and solution to the labs and assignments
oreilly_book
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
Practical-Statistics
Code for Practical Statistics for Data Scientists
Programs
Programs
SolidWorks-Designs
This repository contains files related to the SolidWorks designs. SolidWorks file are the design models of the differential, M 90 Drone and alot more.
Titanic_data_Analysis
This is Project based on the Titanic dataset. Actually based on the available features, I have to predict the person either male or female will survive under these conditions. I used Decision Tree Classifier to train the model.