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Self Paced

AI Foundations for Students and Beginners

For College students, beginners, and entry-level professionals

Enroll now for early access of e-LMS

MODE
Online/ e-LMS
TYPE
Self Paced
LEVEL
Beginners
DURATION
3 Weeks

About

This course, AI Foundations for Students and Beginners, is an 8-week program that provides a solid introduction to artificial intelligence (AI). It is perfect for students or those starting out, who want to understand AI concepts, machine learning (ML), and learn programming using Python. By the end, learners will have the skills to apply AI in real-world situations.

Program Structure

Module 1: Machine Learning and AI Basics (2 Weeks)

  • Intro to AI, its branches (ML, Deep Learning, NLP)
  • How AI is used in industries
  • Key concepts: supervised vs unsupervised learning, classification, regression
  • Simple AI models using Python and Scikit-learn
  • Case studies from different industries

Module 2: Python Programming for AI (2 Weeks)

  • Learn Python basics for AI programming
  • Setting up Python and Jupyter Notebooks
  • Python basics: data types, loops, functions
  • Introduction to NumPy and Pandas for data manipulation
  • Coding exercises to get comfortable

Module 3: Natural Language Processing (NLP) (2 Weeks)

  • Understanding NLP and how machines process language
  • Working with text data and preprocessing
  • Basic NLP models: tokenization, stemming, lemmatization
  • Using libraries like NLTK and spaCy
  • Project: Analyze customer reviews with sentiment analysis

Module 4: Scikit-learn for Machine Learning (2 Weeks)

  • Introduction to Scikit-learn
  • Building models like Decision Trees, K-Nearest Neighbors, and Linear Regression
  • Measuring performance with accuracy, precision, recall
  • Project: Predict student performance based on previous data

Participant’s Eligibility

  • College students keen on starting a career in AI.
  • Beginners or entry-level professionals wanting to understand AI basics.
  • Anyone seeking hands-on experience with Python and ML.
  • People interested in real-world AI applications.

Program Outcomes

By the end of this program, you will:

  • Have a solid understanding of AI and ML basics.
  • Be proficient in Python programming for AI.
  • Know how to process and analyze text data for NLP tasks.
  • Be able to build and evaluate machine learning models.
  • Gain practical experience solving real-world problems using AI.

Fee Structure

Standard Fee:           INR 5,998           USD 90

Discounted Fee:       INR 2999             USD 45

We are excited to announce that we now accept payments in over 20 global currencies, in addition to USD. Check out our list to see if your preferred currency is supported. Enjoy the convenience and flexibility of paying in your local currency!

List of Currencies

Batches

Spring
Summer

Live

Autumn
Winter

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Key Takeaways

Program Assessment

Certification to this program will be based on the evaluation of following assignment (s)/ examinations:

Exam Weightage
Mid Term Assignments 50 %
Project Report Submission (Includes Mandatory Paper Publication) 50 %

To study the printed/online course material, submit and clear, the mid term assignments, project work/research study (in completion of project work/research study, a final report must be submitted) and the online examination, you are allotted a 1-month period. You will be awarded a certificate, only after successful completion/ and clearance of all the aforesaid assignment(s) and examinations.

Program Deliverables

  • Access to e-LMS
  • Real Time Project for Dissertation
  • Project Guidance
  • Paper Publication Opportunity
  • Self Assessment
  • Final Examination
  • e-Certification
  • e-Marksheet

Enter the Hall of Fame!

Take your research to the next level!

Publication Opportunity
Potentially earn a place in our coveted Hall of Fame.

Centre of Excellence
Join the esteemed Centre of Excellence.

Networking and Learning
Network with industry leaders, access ongoing learning opportunities.

Hall of Fame
Get your groundbreaking work considered for publication in a prestigious Open Access Journal (worth ₹20,000/USD 1,000).

Achieve excellence and solidify your reputation among the elite!


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Marina Nadales : 2024-12-03 at 2:27 am

Thanks


Dr. Mikhlid Hammad Almutairi : 2024-12-02 at 10:09 pm

The mentor was very knowledgeable and provided clear and useful information. I appreciate his More approach and ability to explain complex concepts simply.
Roman Blažek : 2024-11-27 at 1:11 pm

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