Data Science & Machine Learning
Master data science, machine learning, and AI with Python, R, and industry-standard tools.
What You'll Learn
- Statistical analysis and data visualization
- Machine learning algorithms and models
- Deep learning with TensorFlow and PyTorch
- Big data processing with Spark
- MLOps and model deployment
- Real-world industry projects
Course Curriculum
Data Science Foundations
Python for Data ScienceStatisticsPandas & NumPyData Cleaning
Data Visualization
MatplotlibSeabornPlotlyTableau Basics
Machine Learning
Supervised LearningUnsupervised LearningScikit-learnModel Evaluation
Deep Learning
Neural NetworksTensorFlowPyTorchComputer Vision
Big Data & Advanced Topics
Apache SparkNLPTime SeriesRecommendation Systems
MLOps & Deployment
Model DeploymentDockerCloud MLCapstone Project
Portfolio Projects
- Customer Churn Prediction
- Image Classification System
- Natural Language Processing Tool
- Recommendation Engine
- Time Series Forecasting Model
Career Opportunities
Data ScientistML EngineerData AnalystAI Researcher
