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

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

Job Posting

Projects

<p>analysis<br>
Involves using machine learning and natural language processing techniques to analyze and interpret job descriptions<br>
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<br>
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</p>

Hotel Reservations

Projects

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

Effect of COVID 19 on Trade

Projects

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

Breast Cancer Classification

Projects

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

Stock Price Prediction

Projects

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

Image Classification

Projects

<p>Transfer Learning<br>
Involve leveraging pre-trained models to classify images with high accuracy and efficiency<br>
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</p>

Brain Tumor X-Ray

Projects

<p>Deep Learning<br>
Involve developing and training neural networks to analyze X-ray images and detect the presence of brain tumors<br>
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</p>

Loan Status

Projects

<p>Analysis and Machine learning<br>
Involve using machine learning and data analysis techniques to predict the likelihood of loan approval<br>
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</p>

Sentiment Analysis

Projects

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

Object Detection

Projects

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

Face Recognition

Projects

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

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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