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DeepLearning.AI Specializations

DeepLearning.AI Specializations for computer science students.



Individual Courses

(3 courses)
# Course Name Hrs
01 AI For Everyone 10
02 Generative AI with Large Language Models 20
03 Generative AI for Everyone 10

Mathematics for Machine Learning and Data Science Specialization

(3 courses)
# Course Name Hrs
01 Linear Algebra for Machine Learning and Data Science 20
02 Calculus for Machine Learning and Data Science 25
03 Probability & Statistics for Machine Learning & Data Science 15

Machine Learning Specialization

(3 courses)
# Course Name Hrs
01 Supervised Machine Learning: Regression and Classification 35
02 Advanced Learning Algorithms 30
03 Unsupervised Learning, Recommenders, Reinforcement Learning 15

Deep Learning Specialization

(5 courses)
# Course Name Hrs
01 Neural Networks and Deep Learning 20
02 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization 20
03 Structuring Machine Learning Projects 5
04 Convolutional Neural Networks 20
05 Sequence Models 15

TensorFlow Developer Professional Certificate

(4 courses)
# Course Name Hrs
01 Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning 20
02 Convolutional Neural Networks in TensorFlow 20
03 Natural Language Processing in TensorFlow 15
04 Sequences, Time Series and Prediction 5

TensorFlow: Data and Deployment Specialization

(4 courses)
# Course Name Hrs
01 Browser-based Models with TensorFlow.js 20
02 Device-based Models with TensorFlow Lite 15
03 Data Pipelines with TensorFlow Data Services 15
04 Advanced Deployment Scenarios with TensorFlow 15

AI for Medicine Specialization

(3 courses)
# Course Name Hrs
01 AI for Medical Diagnosis 20
02 AI for Medical Prognosis 30
03 AI For Medical Treatment 25

Generative Adversarial Networks (GANs) Specialization

(3 courses)
# Course Name Hrs
01 Build Basic Generative Adversarial Networks (GANs) 30
02 Build Better Generative Adversarial Networks (GANs) 30
03 Apply Generative Adversarial Networks (GANs) 30

Machine Learning Engineering for Production (MLOps) Specialization

(4 courses)
# Course Name Hrs
01 Introduction to Machine Learning in Production 10
02 Machine Learning Data Lifecycle in Production 20
03 Machine Learning Modeling Pipelines in Production 25
04 Deploying Machine Learning Models in Production 10

Practical Data Science Specialization

(3 courses)
# Course Name Hrs
01 Analyze Datasets and Train ML Models using AutoML 15
02 Build, Train, and Deploy ML Pipelines using BERT 10
03 Optimize ML Models and Deploy Human-in-the-Loop Pipelines 15

TensorFlow: Advanced Techniques Specialization

(4 courses)
# Course Name Hrs
01 Custom Models, Layers, and Loss Functions with TensorFlow 35
02 Custom and Distributed Training with TensorFlow 25
03 Advanced Computer Vision with TensorFlow 25
04 Generative Deep Learning with TensorFlow 25

AI for Good Specialization

(3 courses)
# Course Name Hrs
01 AI and Public Health 10
02 AI and Climate Change 15
03 AI and Disaster Management 15

Natural Language Processing Specialization

(4 courses)
# Course Name Hrs
01 Natural Language Processing with Classification and Vector Spaces 25
02 Natural Language Processing with Probabilistic Models 25
03 Natural Language Processing with Sequence Models 20
04 Natural Language Processing with Attention Models 20

Generative AI for Software Development Skill Certificate

(3 courses)
# Course Name Hrs
01 Introduction to Generative AI for Software Development 20
02 Team Software Engineering with AI 15
03 AI-Powered Software and System Design 5

Data Engineering Professional Certificate

(4 courses)
# Course Name Hrs
01 Introduction to Data Engineering 20
02 Source Systems, Data Ingestion, and Pipelines 30
03 Data Storage and Queries 20
04 Data Modeling, Transformation, and Serving 30

Short Courses by Google

(6 courses)
# Course Name Hrs
01 Large Multimodal Model Prompting with Gemini 2
02 Carbon Aware Computing for GenAI Developers 1
03 LLMOps 1
04 Reinforcement Learning from Human Feedback 1
05 Pair Programming with a Large Language Model 1
06 Understanding and Applying Text Embeddings 1

Short Courses by HuggingFace

(4 courses)
# Course Name Hrs
01 Quantization in Depth 1
02 Quantization Fundamentals with Hugging Face 1
03 Building Generative AI Applications with Gradio 1
04 Open Source Models with Hugging Face 1

Short Courses by LangChain

(5 courses)
# Course Name Hrs
01 AI Agents in LangGraph 1
02 Build LLM Apps with LangChain.js 1
03 Functions, Tools and Agents with LangChain 1
04 LangChain: Chat with Your Data 1
05 LangChain for LLM Application Development 1

Short Courses by OpenAI

(2 courses)
# Course Name Hrs
01 Building Systems with the ChatGPT API 1
02 ChatGPT Prompt Engineering for Developers 1

Short Courses by Microsoft

(3 courses)
# Course Name Hrs
01 Building Your Own Database Agent 1
02 AI Agentic Design Patterns with AutoGen 1
03 How Business Thinkers Can Start Building AI Plugins With Semantic Kernel 1

Short Courses by Lamini

(2 courses)
# Course Name Hrs
01 Improving Accuracy of LLM Applications 1
02 Finetuning Large Language Models 1

Short Courses by Weaviate

(2 courses)
# Course Name Hrs
01 Building Multimodal Search and RAG 1
02 Vector Databases: from Embeddings to Applications 1

Short Courses by LlamaIndex

(3 courses)
# Course Name Hrs
01 Building Agentic RAG with LlamaIndex 1
02 JavaScript RAG Web Apps with LlamaIndex 1
03 Building and Evaluating Advanced RAG Applications 1