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Kodestree

SLM Training

18 Lessons
|
40 hours

SLM (Small Language Model) is an AI model designed to understand and generate human language. kodestree 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.

SLM Training
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About Course

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

Course Curriculum

Course Content

Lesson 1 – Introduction to AI & NLP

  • Basics of AI and ML
  • NLP fundamentals
  • Overview of language models

Lesson 2 – Understanding SLMs

Lesson 3 – Transformer Architecture

Lesson 4 – Model Training

Lesson 5 – Fine-Tuning & Optimization

Lesson 6 – Deployment & Scaling

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Self Paced Learning
47,940.00
✓ Refund Policy
  • Duration: 40 hrs
  • 18 Lessons & Practical Labs
  • Lifetime Full Access & Free Upgrades
  • Downloadable Study Materials & Code Labs
  • Recognized Certification of Completion
  • 24x7 Online Support & Learner Forum
One to One Training
Contact Us
  • 100% Customized Delivery & Curriculum
  • Flexible Schedule as per Learner Convenience
  • Top Tier Industry-Experienced Instructors
  • Tailored Hands-On Project Mentoring
  • Dedicated Interview & Career Guidance
  • 24x7 Dedicated Priority Support

Placement Partners

Hettich
Bechtel
Emirates
Mitsubishi
Indian Navy
Tech Mahindra
AU Small Finance Bank
Capgemini
United Nations
Yash Technologies

Want to know Today's Offer

SLM Training Certification Exam

Upon completing the SLM Training, you will receive a globally recognized certification that validates your expertise in professional skills and industry best practices. This certification is a testament to your practical knowledge, hands-on skills, and professional readiness.

The Technology certification exam assesses your ability to apply real-world concepts, tools, and techniques learned during the course. Certified professionals are in high demand across industries, opening doors to exciting career opportunities and higher salary potential.

Our certification is recognized by top employers and organizations worldwide. Whether you are looking to advance your current career, switch to a new role, or demonstrate your expertise to clients, this certification gives you the competitive edge you need in today’s fast-paced technology landscape.

Read more
SLM Training

Frequently Asked Questions

The SLM Training is designed to provide comprehensive, in-depth training in SLM. Prerequisites:Basic understanding of Python programmingFamiliarity with machine learning conceptsBasic knowledge of deep learning (recommended)Understanding of data handling and preprocessingWhat Will You Learn:Fundamentals of NLP and AI modelsIntroduction to Small Language ModelsUnderstanding transformers and embeddingsBasics of model training and datasetsFine-tuning pre-trained modelsModel compression techniquesKnowledge distillationReal-world NLP applicationsPerformance evaluation and tuningSLM architecture designDeployment on edge devicesModel optimization for latency and costSecurity and privacy in AI modelsEnterprise-level AI system design Tools and Technologies Covered:PythonTensorFlow and PyTorchHugging Face TransformersONNXDockerEdge AI frameworks The program covers foundational concepts through to advanced techniques to ensure you gain job-ready expertise.

This course is ideal for beginners, IT enthusiasts, and working professionals who want to build or advance their career in SLM and qualify for relevant industry roles. There are no stringent prerequisites—basic computer proficiency and a willingness to learn are all that is required. Foundational topics are thoroughly covered during onboarding.

The course is delivered through interactive, live online sessions led by industry experts. You will also have 24/7 access to LMS resources, study materials, and session recordings so you can catch up or revise at your convenience if you miss any live classes.

Yes, hands-on learning is a core component of this course. You will work on practical assignments, real-life use cases, and capstone projects using SLM tools and best practices, helping you build a portfolio to showcase to hiring managers.

Upon successful completion of the course curriculum and project assessments, you will be awarded an industry-recognized Certificate of Completion from Kodestree. We also offer career assistance, including resume-building workshops, mock technical interviews, and job opportunities to help you transition into relevant industry roles.

Contact Us Worldwide

Call:
+91 7204614489

WhatsApp:
+91 7204614489

Email:
admissions@kodestree.com

LEARNER SUCCESS

What Learners Say

Real feedback from professionals who transformed their careers with our training

4.8/5
Average Rating
1,200+ Learner Reviews
Learner Reviews
Ankit Sharma Priya Menon Rahul Verma Sneha Kapoor +
10,000+
Learners Trained
Ankit Sharma Priya Menon Rahul Verma Sneha Kapoor +
95% Satisfaction
Satisfaction Rate

The trainers explained concepts through real-world attack scenarios, which I was able to apply on the job right after the course. Structured curriculum and hands-on labs were the best part.

After the CSM training, I can confidently facilitate Sprint ceremonies. The trainer's practical approach and real project examples were extremely helpful.

Agile concepts were explained clearly, especially backlog management and team facilitation. A bit more time would have made it even better, but overall a solid course.

Even as a beginner, I never felt lost — the step-by-step labs and doubt-clearing sessions made switching careers so much easier.

This training gave me more than just a certification — it gave me a Scrum Master mindset. The modules on servant leadership and conflict resolution were the most valuable.

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