SLM Training

SKU: 3727
6 Lesson
|
25 Hours
SLM (Small Language Model) is an AI model designed to understand and generate human language. igmGuru provides SLM training to help you build practical expertise in developing efficient AI models that work in real-world environments. Our training program covers model architecture, fine-tuning strategies, optimization techniques, and deployment workflows through hands-on projects. In this course, you will learn from experienced AI professionals with strong industry backgrounds in NLP, deep learning, and production AI systems. This training directly aligns with current industry trends, as organizations are increasingly shifting toward smaller, faster, and more deployable AI models.

Overview

Prerequisites:

  • Basic understanding of Python programming
  • Familiarity with machine learning concepts
  • Basic knowledge of deep learning (recommended)
  • Understanding of data handling and preprocessing

What Will You Learn:

  • Fundamentals of NLP and AI models
  • Introduction to Small Language Models
  • Understanding transformers and embeddings
  • Basics of model training and datasets
  • Fine-tuning pre-trained models
  • Model compression techniques
  • Knowledge distillation
  • Real-world NLP applications
  • Performance evaluation and tuning
  • SLM architecture design
  • Deployment on edge devices
  • Model optimization for latency and cost
  • Security and privacy in AI models
  • Enterprise-level AI system design

Tools and Technologies Covered:

  • Python
  • TensorFlow and PyTorch
  • Hugging Face Transformers
  • ONNX
  • Docker
  • Edge AI frameworks

Key Features

Course Curriculum

1. Basics of AI and ML
2. NLP fundamentals
3. Overview of language models
1. SLM vs LLM
2. Use cases of SLM
3. Model limitations and advantages
1. Attention mechanism
2. Encoder-decoder models
3. Tokenization and embeddings
1. Dataset preparation
2. Training pipelines
3. Hyperparameter tuning
1. Transfer learning
2. Knowledge distillation
3. Model pruning and quantization
1. Edge deployment
2. API integration
3. Performance monitoring
Talk To Us

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1-800-7430-173 (US Toll Free)
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Course Fees

Online Class Room Program

US $ 799.00
100% Money Back Guarantee
  • Duration : 25 Hrs
  • Plus Self Paced

Classes Starting From

  • Fast Track Batch 17 Jun 2026
  • Weekday Batch 22 Jun 2026
  • Weekend Batch 20 Jun 2026

Corporate Training

Corporate Training
  • Customized Training Delivery Model
  • Flexible Training Schedule Options
  • Industry Experienced Trainers
  • 24x7 Support

Trusted By Top Companies Worldwide

MITSUBISHI
Emirates
BECHTEL
Tech Mahindra
Techmill
metacube
Fareportal
Trelleborg
Capgemini
AU Small Finance Bank
United Nations
Inter Mid
SoftFlex
align
utthunga
Rimini Street
EJADAH
Yash Technologies
suyati
Hettich
APPCINO

Want to know Today's Offer

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SLM (Small Language Model) Certification

Upon completion of this SLM training, you will receive a course completion certificate that validates your ability to design, train, and deploy efficient small language models.

SLM (Small Language Model) Certification

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