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info@aispire.academy
55, Boulevard Mohamed Zerktouni 20000,Casablanca

Ai Technology

Mastering AI: From Fundamentals to Real-World Applications

Description

This program will take you through the core concepts of AI, from machine learning to neural networks, with a focus on practical applications such as NLP and deep learning. You'll get hands-on experience working with AI models and developing real-world AI applications.

What you'll learn

  • Machine Learning Basics
  • Deep Learning & Neural Networks
  • Natural Language Processing (NLP)
  • AI Tools & Frameworks: TensorFlow, Keras
  • AI in Industry Applications

Requirements

  • • Basic programming knowledge (preferably in Python)
  • • Familiarity with data structures and algorithms
  • • High School-level Mathematics

Curriculum

  • 15 lectures • 5h 30m total length

Introduction to AI Concepts

10:00

Key AI Applications in the Real World

20:00

Overview of Machine Learning

15:00

Supervised Learning: Regression and Classification

20:00

Unsupervised Learning: Clustering

25:00

Model Evaluation and Metrics

20:00

Introduction to Neural Networks

15:00

Deep Learning with TensorFlow

20:00

Convolutional Neural Networks (CNN)

25:00

Recurrent Neural Networks (RNN)

30:00

Applications of Deep Learning

30:00

Introduction to NLP

15:00

Text Preprocessing & Tokenization

15:00

Building Text Classification Models

20:00

Applications of NLP

25:00
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  • Level: Intermediate
  • Lectures: 15
  • Duration: 5h 30m
  • Category: AI Technology
  • Language: English
  • Certificate: Yes