Machine Learning with Python
Build production-ready ML models with Python's top frameworks.
Technical Domain — Curriculum
15 Modules • 10 Weeks • Intermediate
Download the complete Navaloom curriculum for Machine Learning with Python or enroll now to start learning with mentor support, real-world projects and a government-recognized certificate.
Why This Internship
Reasons to choose Machine Learning with Python
ML powers every product from Netflix to Google Maps
Python is the #1 language for ML — master it end-to-end
Build & deploy real ML models with modern MLOps practices
What You Will Learn
Skills you'll walk away with
Internship Syllabus
15-Module Detailed Curriculum
01Module 1Python Refresher
- Data Structures
- Functions
- OOP
- Libraries
02Module 2Math for ML
- Linear Algebra
- Probability
- Calculus
- Statistics
03Module 3Data Handling
- Pandas
- NumPy
- Data Cleaning
- Feature Scaling
04Module 4Data Visualization
- Matplotlib
- Seaborn
- Plotly
- EDA Techniques
05Module 5Supervised Learning
- Regression
- Classification
- KNN
- SVM
06Module 6Tree-Based Models
- Decision Trees
- Random Forest
- Gradient Boosting
- XGBoost & LightGBM
07Module 7Unsupervised Learning
- Clustering
- Dimensionality Reduction
- PCA
- t-SNE
08Module 8Model Evaluation
- Metrics
- Cross Validation
- ROC-AUC
- Confusion Matrix
09Module 9Feature Engineering
- Encoding
- Feature Selection
- Handling Imbalance
- Pipelines
10Module 10Intro to Deep Learning
- Neural Nets
- TensorFlow
- Keras
- Training Loops
11Module 11NLP Basics
- Text Vectorization
- Sentiment Analysis
- TF-IDF
- Word Embeddings
12Module 12Computer Vision Basics
- Image Processing
- CNNs
- Pretrained Models
- Transfer Learning
13Module 13Model Deployment
- Flask/FastAPI
- Streamlit
- Docker
- AWS/GCP
14Module 14MLOps Foundations
- Versioning
- CI/CD for ML
- Monitoring
- MLflow
15Module 15Capstone Project
- End-to-End ML App
- Deployment
- Documentation
- Presentation
Hands-On
Real-World Projects
- 1House Price Prediction
- 2Spam Email Classifier
- 3Handwritten Digit Recognizer
- 4Movie Sentiment Analyzer
Student Testimonials
What our alumni say
"The Machine Learning with Python program at Navaloom was practical, hands-on and completely changed my career trajectory."
"Mentors were incredibly supportive and the capstone project helped me stand out in interviews."
"The curriculum was perfectly aligned with industry expectations. Highly recommended!"
Certification
Government-Recognized Certificate
MSME & AICTE Certified Machine Learning with Python Certificate + Internship Eligibility Letter, Letter of Recommendation and Placement Support.
Ready to start your Machine Learning with Python journey?
Enroll today and get certification, mentor support and placement assistance.
