Python for Data Science & Machine Learning in Ghaziabad
Course Overview & Industry Scope
Why students and working professionals in Ghaziabad choose this program
Designed for developers and analysts wanting to level up into Machine Learning, this Python for Data Science & ML course in RDC Ghaziabad delivers deep algorithmic understanding paired with practical Python implementations. Learn how to train, evaluate, tune, and deploy machine learning models on real-world datasets.
Key Program Highlights
- Master the Python scientific stack: NumPy, Pandas, Matplotlib, Seaborn, and Scikit-Learn.
- Implement predictive regression models: Multiple Linear Regression, Ridge, Lasso, and ElasticNet.
- Classification algorithms: Logistic Regression, Decision Trees, Random Forests, XGBoost, and Naive Bayes.
- Unsupervised learning: K-Means clustering, Hierarchical clustering, and Principal Component Analysis (PCA).
- Deploy trained ML models as REST APIs using FastAPI and Streamlit dashboards.
Comprehensive Industry Syllabus
Step-by-step curriculum designed with senior corporate software architects
Core Python & Numerical Computing
⏱️ 3 WeeksPython essentials, vector math with NumPy, broadcasting, and matrix operations.
Data Preprocessing & EDA
⏱️ 3 WeeksHandling nulls, encoding categorical features, scaling, normalization, and outlier detection.
Supervised Learning Algorithms
⏱️ 4 WeeksLinear models, tree ensembles, boosting algorithms (XGBoost/LightGBM), and hyperparameter optimization.
Unsupervised Learning & Deployment
⏱️ 4 WeeksClustering, dimensionality reduction, model serialization (joblib/pickle), and Streamlit deployment.
Visit Our Ghaziabad Training Center
Conveniently located in RDC Raj Nagar with direct metro connectivity
AppleTree Infotech RDC Campus
Frequently Asked Questions (FAQs)
Common queries from Ghaziabad students regarding fees, batches, and job assistance
Do you provide real datasets for machine learning practice? ▾
Yes, we work on real Kaggle, government, and enterprise datasets covering healthcare, finance, retail, and real estate.
Localities & Colleges Served in Ghaziabad
Our students join us from across Ghaziabad, Noida, and NCR: