Bootcamp-AI&ML
| TOTAL DURATION | TRAINING CERTIFICATE | COURSE TYPE |
|---|---|---|
| 5 Days |
No Expiry Date |
Online |
For more information, please Contact:
Session Coordinator - +91 8879918720
Email id: gokulnathhr@nse.co.in
NSE Academy AI & ML Bootcamp is a five-day online immersion experience on the disruptive technology of artificial intelligence and machine learning. You will engage in a hands-on project of Developing, Training and Deploying a Deep Learning / Machine Learning Model and gain insights for real-world applications as you progress through the project milestones.
Outline:
- Linear Regression and Decision Trees
- Data Cleaning
- Data Transformation
- Training and Deploying the DL/ML Model
Project: Develop, Train and Deploy Deep Learning and Machine Learning Models like Scikit-learn, TensorFlow, Keras
Get mentored by successful Tech Leaders with rich professional experience of leading technological innovations in diverse sectors.
Project Milestones:
Day 1
- Understand the differences between AI and ML
- List major ML algorithms like linear regression and decision trees
Day 2
- Perform data cleaning and data transformation
- Prepare dataset for modelling
Day 3
- Build and train machine learning models using a Python-based framework such as scikit-learn
Day 4
- Construct and train a basic deep learning model using TensorFlow or Keras
- Classify images or other data
Day 5
- Present an end-to-end machine learning project
- Model selection, training, validation, and a basic deployment strategy
- Colab
- TensorFlow
- Keras
- Scikit-learn
- Desktop or Laptop must for Projects.
- No Specific OS/Hardware requirements, however we recommend computers with 3rd-gen processors or higher, for best learning experience.
- The mentorship will be on video conferencing platforms (like Zoom), and can be joined from smartphones.
Updated on: 10/06/2024
