Artificial Intelligence Track

Artificial Intelligence:
Beginner

Name: Artificial Intelligence Course for Beginners
Availability: InStock

4.8 (1,230 reviews)

Step into the world of Artificial Intelligence with our comprehensive course designed for aspiring tech professionals and innovators. Master AI fundamentals, Python programming, data handling, machine learning basics, and neural networks to build your first intelligent systems.

Created by Avanteia

12,580 Total Enrolled

15 Sep 2024 Last Updated

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1 Month Duration

Certificate On Completion

Introduction

Overview

This beginner-friendly AI course introduces you to the transformative world of artificial intelligence. You will learn AI fundamentals, master Python programming for AI, work with data using NumPy and Pandas, understand machine learning workflows, build simple models with Scikit-Learn, explore neural networks, and train your first image classifier using CNNs — all with guided hands-on projects.

AI Basics Tools Python ML Neural Networks CNN

Goal

Learning Outcome

Design and implement intelligent AI solutions using real-time data for automation, predictive analytics, and smart decision-making across industries.

Curriculum

Syllabus

Click any module to expand and view topics and hands-on labs included.

What is AI? History and Evolution
AI vs. Machine Learning vs. Deep Learning
Real-world AI Applications (Chatbots, Face Recognition, AI in Healthcare, etc.)

Hands-on Lab

AI Application Demo Chatbot Interaction Face Recognition Trial

Basic Python Syntax
Variables, Data Types, and Operators
If-Else Statements and Loops

Hands-on Lab

Python Basics Exercise Control Flow Programs Simple Calculator

What is Data? Structured vs. Unstructured Data
Introduction to NumPy and Pandas
Loading and Displaying Data

Hands-on Lab

NumPy Array Operations Pandas DataFrame Creation CSV Data Loading

What is Machine Learning?
Types of ML (Supervised, Unsupervised, Reinforcement Learning)
ML Workflow (Train → Test → Predict)

Hands-on Lab

ML Type Classification Train-Test Split Demo Prediction Workflow

Introduction to Scikit-Learn
Training a Simple Machine Learning Model
Making Predictions

Hands-on Lab

Linear Regression Model Model Training Prediction Testing

What is a Neural Network?
Structure of a Neural Network (Input, Hidden, Output Layers)
Understanding Weights and Bias

Hands-on Lab

Neural Network Visualization Weights and Bias Simulation Forward Propagation Demo

Introduction to Image Processing
Basics of Convolutional Neural Networks (CNNs)
Training an Image Classifier

Hands-on Lab

Image Preprocessing CNN Architecture Build Image Classifier Training

Results

What You Will Learn

AI Fundamentals

Understand AI history, evolution, and real-world applications across industries.

Python for AI

Write Python code for AI, handle data with NumPy and Pandas, and build ML models.

Machine Learning

Train, test, and predict using Scikit-Learn with proper ML workflow understanding.

Neural Networks & CNNs

Build neural network intuition and train your first image classifier with CNNs.

Testimonials

What Our Students Say

The Level 2 course took my skills to a professional level. The Active Directory labs and privilege escalation modules are exactly what I needed to land my first pentesting job. Avanteia's hands-on approach is unmatched.

Vikram Patil Penetration Tester, Mumbai

I completed the Beginner course first and immediately enrolled in Intermediate. The malware analysis and reverse engineering modules were eye-opening. The 2-month duration is perfect for working professionals.

Sneha Kadam Cybersecurity Analyst, Pune

The cloud security and wireless hacking modules are incredibly relevant. I used the skills from this course to secure my company's AWS infrastructure. Highly recommended for anyone serious about cybersecurity.

Rahul Menon Security Engineer, Bangalore

Artificial Intelligence Beginner

Artificial Intelligence:Beginner

Overview

Learning Outcome

Syllabus

What You Will Learn

AI Fundamentals

Python for AI

Machine Learning

Neural Networks & CNNs

What Our Students Say

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Artificial Intelligence:
Beginner

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