Data Science & Machine Learning Program
$1,799.00
Launch your career in data science and artificial intelligence with our comprehensive program. Master the tools and techniques used by data scientists at top tech companies to extract insights from data and build intelligent systems.
Comprehensive Curriculum:
- Python Programming for Data Science
- Statistics and Probability for ML
- Data Manipulation with Pandas and NumPy
- Data Visualization with Matplotlib and Seaborn
- Machine Learning Algorithms and Theory
- Supervised Learning (Regression, Classification)
- Unsupervised Learning (Clustering, Dimensionality Reduction)
- Deep Learning with TensorFlow and Keras
- Neural Networks and Convolutional Neural Networks
- Natural Language Processing (NLP)
- Computer Vision Applications
- Model Deployment and MLOps
Real-World Projects:
- Customer Churn Prediction System
- Image Classification with CNN
- Sentiment Analysis on Social Media Data
- Recommendation System Development
- Time Series Forecasting for Sales
- Fraud Detection Model
- Chatbot with NLP
- End-to-End ML Pipeline on Cloud
Tools and Technologies:
- Python, Jupyter Notebooks
- Scikit-learn, TensorFlow, PyTorch
- SQL and NoSQL Databases
- Big Data Tools (Spark, Hadoop)
- Cloud Platforms (AWS SageMaker, Google Cloud AI)
- Git for Version Control
- Docker for Containerization
Course Features:
- 14 weeks intensive program
- 80+ hours of video content
- 100+ coding exercises
- 8 portfolio-ready projects
- Weekly live mentoring sessions
- Kaggle competition participation
- Interview preparation workshops
- Career services and networking
- Lifetime community access
Prerequisites:
Basic programming knowledge recommended. Understanding of high school mathematics helpful. We provide refresher modules for those who need them.
Career Outcomes:
Our graduates work as Data Scientists, Machine Learning Engineers, AI Researchers, Data Analysts, and Business Intelligence Developers at companies ranging from startups to Fortune 500. Average starting salary: $95,000+.