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Artificial Intelligence

Avanteia Course Details
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Artificial Intelligence: Beginner

(1,230 reviews)
author
Created by
Avanteia

Total Enrolled

12,580

Last Update

15 September 2024

Introduction to Artificial Intelligence Beginner

Overview:

  • Step into the world of Artificial Intelligence with our comprehensive course designed for aspiring tech professionals and innovators.
  • Duration: 1 Month

Topics Covered:

  • AI Basics
  • Tools
  • Python

Syllabus

Module 1: Introduction to AI
  • What is AI? History and Evolution
  • AI vs. Machine Learning vs. Deep Learning
  • Real-world AI applications (Chatbots, Face Recognition, AI in Healthcare, etc.)

Module 2: Introduction to Python for AI
  • Basic Python Syntax
  • Variables, Data Types, and Operators
  • If-Else Statements and Loops

Module 3 : Working with Data for AI
  • What is Data? Structured vs. Unstructured Data
  • Introduction to NumPy and Pandas
  • Loading and Displaying Data

Module 4 : Introduction to Machine Learning
  • What is Machine Learning?
  • Types of ML (Supervised, Unsupervised, Reinforcement Learning)
  • ML Workflow (Train → Test → Predict)

Module 5 : Building a Simple AI Model
  • Introduction to Scikit-Learn
  • Training a Simple Machine Learning Model
  • Making Predictions

Module 6 : Introduction to Neural Networks
  • What is a Neural Network?
  • Structure of a Neural Network (Input, Hidden, Output Layers)
  • Understanding Weights and Bias

Module 7: AI for Image Recognition
  • Introduction to Image Processing
  • Basics of Convolutional Neural Networks (CNNs)
  • Training an Image Classifier

Learning Outcome

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

Syllabus

Module 1: Introduction to AI

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

Module 2: Introduction to Python for AI

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

Module 3 : Working with Data for AI

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

Module 4 : Introduction to Machine Learning

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

Module 5 : Building a Simple AI Model

  • Introduction to Scikit-Learn
  • Training a Simple Machine Learning Model
  • Making Predictions
Module 6 : Introduction to Neural Networks

  • What is a Neural Network?
  • Structure of a Neural Network (Input, Hidden, Output Layers)
  • Understanding Weights and Bias
Module 5 : Building a Simple AI Model

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

Reviews

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    Mansi Manjrekar

    Avanteia offers the best IT courses in Goa! I enrolled for Digital Marketing and my friend joined Web Development – both of us got hands-on training with real projects. Highly recommend for job-seekers and students!

  • image
    Tanraj Simones

    This is the only institute in Goa that truly focuses on career growth. Whether it's Cybersecurity, Blockchain or Digital Marketing, the trainers are super helpful and the learning is very practical.

  • image
    Barkelo Gaonkar

    Avanteia Courses are industry-ready and job-focused. I loved the practical sessions, internship support, and certifications. If you're in Goa and serious about IT skills, this is the place to join.

🛣️ Artificial Intelligence Roadmap for Beginners

A clear, step-by-step guide to help build a solid foundation in AI—from core concepts to practical projects and career opportunities.

1
Step 1
🤖

Artificial Intelligence Beginner

Start your AI journey by learning AI basics, Python programming, data handling, and simple machine learning models.

2
Step 2
📊

Artificial Intelligence Level 01

Build on fundamentals with deeper AI concepts, machine learning algorithms, Python libraries, and introductory neural networks.

3
Step 3
🚀

Artificial Intelligence Level 02

Master advanced AI techniques including deep learning, computer vision, NLP, reinforcement learning, and model deployment.

4
Step 4
🧑‍💻

Internship

Work on real-world AI projects during a free, 1-year internship and gain valuable industry experience.

1 Year
FREE
5
Step 5
📝

Mini Project

Apply AI concepts practically by working on guided mini projects in various AI domains.

6 Months
6
Step 6
💼

Expected Jobs

Enter the AI industry with roles such as AI Analyst, Junior Machine Learning Engineer, Data Scientist, and AI Developer.

AI Analyst
Junior ML Engineer
Data Scientist
AI Developer
🎯

🏆 Career Destinations

Entry-level (India)
₹5–10 LPA
Mid-level (India)
₹12–25 LPA
Senior-level (India)
₹30–50 LPA+
🌎 Global Roles
$70,000–$140,000