Yusria mohammed

Yusria mohammed

Data Scientist & Anlysis
Saudi Arabia
الانجليزية, Arabic, English

نبذة عني

 Bachelor of computer engineering with expertise in computer science, mathematics, and data analysis.
 Develop intelligent systems that can mimic human thought processes.
 Involves designing and implementing machine l…

الخبرة

Churn problem

Projects

Analysis and machine learning prediction
Utilize advanced machine learning techniques to analyze and interpret complex datasets related to customer behavior
Designing and training predictive models that can accurately identify customers at risk of churning, thereby enabling timely and effective customer retention strategies

Job Posting

Projects

analysis
Involves using machine learning and natural language processing techniques to analyze and interpret job descriptions
Develop algorithms that can extract key information from job postings, such as required skills, qualifications, and job responsibilities, providing valuable insights for job seekers and employers alike
This work requires a strong understanding of text analysis techniques, as well as the ability to design and implement AI models that can handle large volumes of unstructured data

Hotel Reservations

Projects

analysis and machine learning Prediction
Involve leveraging machine learning algorithms to analyze and predict booking behaviors
Develop models that can forecast demand, optimize pricing, and identify patterns in customer booking habits, thereby helping hotels maximize occupancy and revenue

Effect of COVID 19 on Trade

Projects

Analysis
Involve using machine learning and data analysis techniques to understand the pandemic’s impact on global commerce
Develop models that can analyze trade patterns, identify disruptions, and predict future trends based on the ongoing effects of the pandemic

Breast Cancer Classification

Projects

machine learning
Involve using machine learning techniques to analyze and classify breast cancer data
Develop predictive models that can accurately distinguish between benign and malignant tumors based on various medical features

Stock Price Prediction

Projects

Deep Learning
Utilize deep learning techniques to analyze historical stock data and predict future price movements
Design and train neural networks that can uncover complex patterns in time-series data, providing valuable insights for investment strategies

Image Classification

Projects

Transfer Learning
Involve leveraging pre-trained models to classify images with high accuracy and efficiency
Fine-tune these models to our specific task, significantly reducing the amount of data and computational resources required compared to training a model from scratch

Brain Tumor X-Ray

Projects

Deep Learning
Involve developing and training neural networks to analyze X-ray images and detect the presence of brain tumors
Utilize advanced image processing techniques and deep learning models to identify patterns and features in the X-ray images that are indicative of a tumor

Loan Status

Projects

Analysis and Machine learning
Involve using machine learning and data analysis techniques to predict the likelihood of loan approval
Develop predictive models that analyze various factors such as credit history, income, and loan amount to determine the probability of a borrower defaulting on a loan

Sentiment Analysis

Projects

Machine and Deep learning
Involve using machine learning and deep learning techniques to analyze and interpret the sentiment of text data
Develop models that can accurately classify text into positive, negative, or neutral categories, providing valuable insights into customer opinions and feedback

Object Detection

Projects

Deep Learning
Involve developing and training neural networks to detect and identify objects within images or video
Utilize advanced image processing techniques and deep learning models to identify patterns and features in the images that are indicative of specific objects

Face Recognition

Projects

Deep Learning
Involve developing and training neural networks to accurately recognize and identify faces in images or video streams
Utilize advanced image processing techniques and deep learning models to extract unique features from faces, enabling the system to distinguish between different individuals

المهارات

Python Jupyter Lab Google Colab SQL Power BI Pandas NumPy Seaborn Matplotlib scikit-learn KNN Decision Tree Cross Validation Linear Regression Logistic Regression Naive Bayes Random Forest Ensemble Learning Grid Search SVM Randomized Search Keras TensorFlow FCNN CNN RNN LSTM TFIF Computer Vision Time Series Forecasting NLP Supervised Learning Unsupervised Learning Transfer Learning Financial Analysis Troubleshooting Problem Solving Agile Development Issue Resolution Project Planning Team Leadership Collaboration Communication Critical Thinking Adaptability
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