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📊 AI Training Program

Machine Learning
with Python — 1 Month

Hands-on ML training covering Python, data handling, supervised learning, Decision Trees, Random Forest, model improvement and evaluation. Build real models on real datasets.

⏱️1 Month
📝3 Assignments
🏆Training Certificate
📍Online + Offline
🎓 Program Overview
1
Month
4
Weeks
3
Assignments
Both
Online/Offline
PythonNumPy PandasScikit-learn MatplotlibJupyter
🏆
Training Certificate
💻
Hands-On Real Datasets
📝
3 Practical Assignments
📍
Online + Offline (Lucknow)
Full Curriculum

1-Month Course Curriculum

4 focused weeks — from Python and data basics to advanced ML models and evaluation. Hands-on practice every week.

📅 Week 1
Python + Data Handling (Foundation)
Topics
  • Python basics: loops, functions, OOP revision
  • NumPy: arrays, broadcasting, operations
  • Pandas: CSV/Excel loading, cleaning, filtering, grouping
  • Matplotlib: bar, line, histogram, scatter plots
Hands-On
  • Load student marks / sales dataset
  • Clean missing values & handle outliers
  • Plot & visualize data trends
📝 Assignment 1
Analyze a real dataset & generate a full insight report
📅 Week 2
ML Basics + Supervised Learning
Topics
  • What is ML? Supervised vs Unsupervised
  • Linear Regression: concept & implementation
  • Logistic Regression & K-Nearest Neighbours (KNN)
  • Train/Test split, Accuracy, Confusion Matrix
Hands-On
  • Predict house prices using Linear Regression
  • Build spam detector using Logistic Regression
📝 Assignment 2
Build 2 models: one Regression + one Classification with evaluation
📅 Week 3
Advanced ML + Model Improvement
Topics
  • Decision Trees: concept, splitting, pruning
  • Random Forest: ensemble learning & feature importance
  • Overfitting vs Underfitting & bias-variance tradeoff
  • Cross-validation & feature engineering
  • Hyperparameter tuning with GridSearchCV
Hands-On
  • Compare Decision Tree vs Random Forest accuracy
  • Apply GridSearchCV for hyperparameter tuning
📝 Assignment 3
Choose the best model with detailed evaluation & justification report
📅 Week 4
Evaluation, Pipelines & Final Project
Topics
  • End-to-end ML pipeline design
  • Model evaluation metrics: Precision, Recall, F1, ROC-AUC
  • Feature selection & importance analysis
  • Comparing models: baseline vs optimized performance
  • Model saving with pickle / joblib
Hands-On
  • Build complete end-to-end ML pipeline
  • Evaluate & compare all models from the course
  • Save best model using pickle / joblib
🏆 Final Project
Complete ML pipeline on a real dataset — evaluation report + GitHub repo
Tech Stack

Tools You'll Master

🐍Python
🔢NumPy + Pandas
🤖Scikit-learn
📊Matplotlib
📓Jupyter Notebook
💾Pickle / Joblib
What You'll Get

Program Deliverables

🏆
Training Certificate
ML with Python training certificate from TechVyuh / APS Solutions
💻
GitHub Portfolio
3 assignments + 1 final project on your GitHub profile
📝
Project Report
Documented model evaluation and data insights report
FAQ

Frequently Asked Questions

Do I need prior coding experience?

▼
We start from Python basics in Week 1, so prior coding experience is not mandatory. Basic familiarity with computers and logic will help you progress faster.

Is this available online?

▼
Yes — available both online and offline at our Lucknow center. Live sessions, recorded videos, and direct mentor access are all included regardless of mode.

What is the difference between this and the 8-week ML course?

▼
This 1-month program covers all core ML topics including advanced models (Decision Trees, Random Forest, hyperparameter tuning) in a compact, intensive format. The 8-week version includes additional deployment and NLP content. This is ideal for students who want focused ML fundamentals quickly.

Will I build real projects?

▼
Yes — 3 weekly assignments on real datasets plus 1 final project of your choice. All work goes on your GitHub profile as a portfolio for future job applications.

What certificate will I receive?

▼
You will receive a Training Certificate from TechVyuh / APS Solutions on successful completion of the program, including all assignments and the final project.
Apply Now

Join the ML with Python Program

Fill the form and our team will contact you within 24 hours with batch details and next steps.

📞
+91 9560078913
✉️
brajendrasingh@techvyuh.com
🌐
www.techvyuh.com
📍
Trinity Onex 3rd Floor, Office Space 5,6, Opp. Akash Enclave, Near Petrol Pump, Sector 6 Vrindavan Yojna, Lucknow — 226029

Start Your ML Journey Today

1 month of focused, hands-on machine learning. New batches start every Monday.