Model Training Courses and Certifications

Coursera

Training, Evaluating, and Monitoring Machine Learning Models

Master the full ML lifecycle—train models with mini-batch strategies, evaluate performance metrics, diagnose errors, and monitor production drift with A/B testing and retraining workflows.

• Coursera
• 9 hours 24 minutes
• Self-Paced
• Paid Course

Introduction to Image Generation

Learn how diffusion models power modern image generation. Explore their thermodynamic foundations, real-world use cases, text-to-image advancements, and how to train and deploy models on Vertex AI.

• edX
• 1 week, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

ChatGPT 5 Day Camp Private (Ages 11-18) (Live Online)

Unlock the gateway to AI mastery with our immersive 5-day camp tailored for ages 11-18.

• CourseHorse
• 7 hours
• Self-Paced
• $249.00

Credential

Data Scientist

Explore cloud-based machine learning with Microsoft's program covering Azure ML workspace setup, model training with custom scripts, and deployment of scalable endpoints using Python and Azure ML SDKs.

• edX
• 5 weeks, 1-2 hours/week
• Self-Paced
• $100.00
• 3 courses

Krish Naik

Machine Learning Model Retraining Approach - Incremental and Continuous Model Training

Explore incremental machine learning model training for continuous updates, addressing model drift and improving performance over time.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Abhishek Thakur

Training Sentiment Model Using BERT and Serving It With Flask API

Learn to build and deploy a high-accuracy sentiment analysis model using BERT and Flask API, covering data preparation, model training, and serving the model for real-world applications.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Yannic Kilcher

REALM- Retrieval-Augmented Language Model Pre-Training

Explore REALM, a novel approach to language model pre-training that integrates a latent knowledge retriever, enhancing open-domain question answering and offering interpretability and modularity benefits.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Chris Hay

Training DeepSeek R1 1.5B Model for Enhanced Mathematical Reasoning Through Coldstart Method

Dive into the DeepSeek R1 coldstart technique and learn how to enhance mathematical reasoning in smaller AI models through chain-of-thought prompting, synthetic data generation, and fine-tuning processes.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Neural Breakdown with AVB

Segment Anything Model: Architecture, Dataset and Training Breakdown

Dive into the technical architecture, dataset creation, and training methodology behind Meta's Segment Anything Model (SAM) for advanced image segmentation capabilities.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

AI Bites

DINOv2: Data Pipeline, Model Training and Results - Meta AI's Visual Feature Learning System

Delve into Meta AI's DINOv2 architecture, exploring its data pipeline, training methodology, and innovative features for robust visual processing without supervision in just 12 minutes.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Learn Hugging Face for Mastering Generative AI with LLMs

739 ratings at Udemy

LLMs & Transformers in Hugging Face: Dive into Hugging Face, Fine-tuning, Tokenization, and Datasets

• Udemy
• 2 hours 1 minute
• Self-Paced
• Paid Course

Weights & Biases

LLM Research and Development Initiatives at the National Institute of Informatics

Explore Japan's National Institute of Informatics LLM research initiatives, covering Japanese-focused model development, corpus construction, training methods, and multimodal capabilities.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Andrej Karpathy

The Spelled-Out Intro to Language Modeling - Building Makemore

Comprehensive tutorial on building a bigram character-level language model, covering tensor operations, neural networks, and PyTorch fundamentals for natural language processing tasks.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

sentdex

Creating a Chatbot with Deep Learning, Python, and TensorFlow

Master chatbot development using deep learning techniques with Python and TensorFlow through hands-on database creation, model training, and interactive implementation.

• YouTube
• 2 hours 16 minutes
• Self-Paced
• Free Video

No-Code Machine Learning Using Amazon AWS SageMaker Canvas

468 ratings at Udemy

Build your Machine Learning Model and get accurate predictions without writing any Code using AWS SageMaker Canvas

• Udemy
• 1 hour 21 minutes
• Self-Paced
• Paid Course