infyni

Get Started with Artificial Intelligence and Machine Learning Students

Become an AI & ML expert with our live interactive classes, learn from our expert trainers.

Live Course

Duration: 25 Hours

Enrolled: 0

Offered by: infyni

Live Course

About Course

Artificial intelligence (AI) is the ability of a computer program or a machine to think and learn. Experts claim AI is the Next Industrial Revolution bringing in changes.With every massive change it’s important that children are provided the right education to become ready for an AI Future. Course makes you an innovator and you can build useful apps, entertaining games and create other innovations using AI. Your learning will get reinforced through hands-on lab session. We also have tucked in Session Recordings ,Quizzes, Assignments, and Projects so you get a complete learning support resources throughout the course.

Topics
Instructor (1)

1 Introduction to Artificial Intelligence (AI) & Machine Learning (ML)

Introduction to Data Science, ML, DL & AI - why is it so important?
Applications of Data science across industries
Business problems – Analytics scenarios
Analytics

2 Python Programming in Machine Learning (ML)

Introduction to Python
Installation of Python framework and packages: Anaconda and pip
Working with Jupyter Notebooks
Creating Python variables

3 Data Visualization using Python

Need for visual summary
Introduction to Seaborn

4 Machine Learning Categories

Supervised Learning
Unsupervised Learning

5 Machine Learning Python Packages

Data Analysis Packages
NumPy
SciPy
Matplotlib
Pandas
Slkearn

6 Supervised Learning

Regression
Classification
Generalization, Overfitting, and Underfitting

7 Classification

Classification

8 Regression

Understand how continuous supervised learning is different from discrete learning
Code a Linear Regression in Python with scikit-learn
Understand different error metrics such as SSE

Saurabh lal

About Instructor

I come from a mathematical background and love mentoring students. Teaching is more than a profession for me, So every engagement with my students is special.

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