ONLINE LIVE TRAINING Machine Learning(AI) Using Python
Apr 08 - 09 '20 | 10:00 AM (IST)
Online Event
Event Information
What Will You Learn?
Introduction to Artificial Intelligence
✓ What is AI?
✓ Definition of Artificial Intelligence
✓ Future scope and Job Opportunities
✓ How to become an AI Expert?
✓ Why do we need a Learn AI?
✓ Case Studies
✓ Structure of an AI Family
✓ Understanding AI Terminologies
Introduction to Machine Learning
✓ Introduction to Machine Learning
✓ Introduction to Supervised Learning
✓ Introduction to Unsupervised Learning
✓ Understanding the Dataset
Data Classification: SLM(Hands-on)
✓ Introduction to Data Classification Models
✓ Using KNN for Data Classification
✓ Deploying Anaconda
✓ Using Jupyter as IDE
✓ Introduction to Python
✓ Libraries of Python
✓ Basic Syntax of Python for ML
✓ Training your own Machine
Data Preprocessing(Hands-on)
✓ Introduction to Data Pre-processing Techniques
o Data Segregation
o Data Splitting
o Data Scaling
o Data Mapping
Data Regression/Prediction: SLP(Hands-on)
✓ Introduction to Data Regression Model
✓ Introduction to Linear Regression
✓ Understanding the python Libraries
✓ Training your own Machine and Making Predictions
✓ Searching for Errors and BIAS
Introduction to Deep Learning: Neural
Networks(Hands-on)
✓ Introduction to Neural Networks
✓ Why should we learn Neural Networks?
✓ Difference between SLP and MLP
✓ Developing your own ANN
Computer Vision: Face Detection(Hands-on)
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✓ Introduction to Face Detection and Recognition
✓ How to use the Camera as an Eye
✓ Live Demonstration Face detection from Images
✓ Live Demonstration Face detection from Live Feeds
✓ Hands-On- Train your Machine
Additional Topics
✓ Introductions to Tensorflow and Keras
✓ Creating Graphical Representation
✓ Object Classification Demo
✓ AiDA Demo
✓ NLP
✓ Clustring
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