Artificial Intelligence and Machine Learning for Juniors

Course Description :-

• This learning path introduces the fundamentals of Artificial Intelligence and Machine
Learning (AIML) and how it’s applied in everyday life
• Learning more about AIML helps students develop their knowledge and understanding
of what the components of AIML are and grasp how it all comes together
• Learning about AIML also enables students to make use of AIML tools in their
programming and provide them with opportunities to learn more about this fastgrowing area that will dominate how we work in years to come

Course Learning Outcome: –

On completion of this course, the students will be able to

• Understand the basic concepts of AIML.
• Understand how to use different python libraries in machine learning.
• Work with different Regression and Classification Algorithms.
• Apply different concepts of AIML in other application areas.

The following topics will be covered in our AIML Training. 

Introduction to AIML

Applications of AIML

What is Dataset

Types of Data

AIML Life Cycle

Types of Learning

Supervised Learning

Unsupervised Learning

Python Libraries Required for AIML

• NumPy: Handle the Linear Algebra Operations
• Pandas: Data Manipulation
• Matplotlib and Seaborn: EDA and Data Visualization
• Sklearn

Data Pre-processing

Regression

Regression Performance Metrics

Classification

Classification Performance Metrics

Confusion matrix

Clustering

Projects Based on AIML

Prerequisites: –

• Basic of any programming knowledge but Python is preferred.

Key Features:

Training Type: Online Live Interactive Session.

Experienced Faculty.

Small Groups

Duration 30 Hours

Access to Class Recordings.

Weekday / Weekend Classes.

Morning Schedule:

3 Days / Week

10:00 AM – 11:00 AM EST

10:30 AM – 11:30 AM EST

11:00 AM – 12:00 PM EST

11:30 AM – 12:30 PM EST

Please contact us, If you are looking for different schedule or need more information.

 Inquiry Now 

USA: +1 734 418 2465 | India: +91 40 4018 1306