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AI for Beginners

The AI for Beginners course by PenCap Institute of Excellence is designed for students and professionals who want to step into the exciting world of Artificial Intelligence — with no prior coding experience required. This course introduces you to Python programming, Machine Learning, Neural Networks, Natural Language Processing (NLP), and Computer Vision. You’ll learn how machines think, make predictions, and solve real-world problems through guided projects. By the end of this course, you’ll be able to build your own AI-powered applications confidently and understand the foundations of intelligent systems.

  • English, Tamil
  • Certified Course
  • Guaranteed Internship
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What you'll learn

The AI for Beginners course by PenCap Institute of Excellence is designed for students and professionals who want to step into the exciting world of Artificial Intelligence — with no prior coding experience required. This course introduces you to Python programming, Machine Learning, Neural Networks, Natural Language Processing (NLP), and Computer Vision. You’ll learn how machines think, make predictions, and solve real-world problems through guided projects. By the end of this course, you’ll be able to build your own AI-powered applications confidently and understand the foundations of intelligent systems.
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8 + Skills Covered

  • Python for AI (NumPy, Pandas, Matplotlib)
  • Neural Networks Fundamentals
  • Natural Language Processing (Chatbots, Sentiment Analysis)
  • Data Preprocessing & Visualization
  • Machine Learning Basics (Regression, Classification, Clustering)
  • Deep Learning Overview (Keras / TensorFlow)
  • Computer Vision (Image Recognition, Object Detection)
  • Responsible and Ethical AI

Course Content

  • What Is Ai And Why It Matters
  • History And Applications Of Ai
  • Key Domains: Ml, Nlp, Cv, And Robotics

  • Python Setup And Ides
  • Numpy, Pandas For Data Manipulation
  • Matplotlib And Seaborn For Data Visualization

  • Supervised Vs Unsupervised Learning
  • Linear & Logistic Regression
  • K-Means Clustering
  • Decision Trees And Random Forests

  • Perceptron & Multi-Layer Networks
  • Activation Functions And Backpropagation
  • Keras And Tensorflow Basics
  • Building Simple Neural Network Models

  • Text Preprocessing (Tokenization, Stemming)
  • Sentiment Analysis And Spam Detection
  • Creating A Simple Chatbot Using Python

  • Image Processing Fundamentals
  • Building Image Classifiers With Cnns
  • Introduction To Opencv And Real-Time Detection

  • Ai Bias And Fairness
  • Data Privacy And Ethics In Ai
  • Transparency And Explainable Ai

  • Model Evaluation And Tuning
  • Saving And Deploying Models
  • Real-World Project Integration (Flask / Streamlit)
Master your craft using professional-grade tools
Python (Anaconda / Jupyter Notebook)
NumPy, Pandas, Matplotlib, Seaborn
Scikit-learn
TensorFlow / Keras
OpenCV
NLTK / SpaCy
Google Colab

Requirements

  • No prior coding experience required
  • A laptop with internet access
  • Enthusiasm to learn and experiment

Description

  • Step-by-step practical AI learning
  • Real-world mini projects for each module
  • Mentorship from AI professionals
  • Lifetime access to learning materials
  • Hands-on coding and visualization

Why Choose PenCap?

Join thousands of successful learners who have transformed their careers with our industry-leading training programs

Beginner-friendly AI curriculum designed by experts Hands-on practical projects with real datasets 100% internship & placement assistance Affordable and accessible learning Trusted by 5,000+ students globally

Real-World Projects You'll Build

Build impressive projects that demonstrate your skills to employers and enhance your portfolio

1
Spam Email Classifier
2
Sentiment Analyzer for Reviews
3
Chatbot using NLP
4
Handwritten Digit Recognition (MNIST)
5
Image Classifier using CNNs
5
Projects
100%
Hands-on

Build industry-standard projects that employers are looking for

Career Support & Placement Assistance

We're committed to your career success with comprehensive support and guidance

Personalized mentoring & resume assistance Mock interviews and technical guidance Internship placement with real-world projects
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  • Skill LevelBeginner
  • Language English, Tamil
  • CertificateYes

Salary Benefits

Designation
Annual Salary
Hiring Companies
Annual Salary
3L
4.5L
6L
Min Average Max
Source: Glassdoor
Hiring Companies
TCS Infosys wipro

Frequently Asked Questions

Get answers to the most common questions about this course

Not at all! This course starts with the basics and gradually introduces AI concepts through practical examples.

No. Python fundamentals are taught in the course before diving into AI topics.

You’ll create chatbots, sentiment analyzers, and image recognition models — perfect for your AI portfolio.

Yes — our placement team provides internship and job referrals to help you start your AI career.
AI for Beginners
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