CERTIFICATIONS.56
Professional certifications and specializations in AI, Data Science, and Cloud Computing.
Machine Learning Engineering for Production (MLOps) Specialization
Covers the entire ML lifecycle, from data engineering to model deployment and monitoring.
Specialization Courses
Introduction to Machine Learning in Production
Machine Learning Data Lifecycle in Production
Natural Language Processing Specialization
By the end of this Specialization, you will be ready to design NLP applications that perform question-answering and sentiment analysis, create tools to translate languages and summarize text, and even build chatbots.
Specialization Courses
NLP with Classification and Vector Spaces
NLP with Probabilistic Models
NLP with Sequence Models
NLP with Attention Models
TensorFlow: Advanced Techniques Specialization
Advanced techniques for building complex models with TensorFlow, including custom layers, distributed training, and advanced computer vision.
Specialization Courses
Custom Models, Layers, and Loss Functions with TensorFlow
Custom and Distributed Training with TensorFlow
Advanced Computer Vision with TensorFlow
Generative Deep Learning with TensorFlow
Deep Learning Specialization
In this Specialization, you will build and train neural network architectures such as Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, Transformers, and learn how to make them better with strategies such as Dropout, BatchNorm, Xavier/He initialization, and more.
Specialization Courses
Neural Networks and Deep Learning
Improving Deep Neural Networks
Structuring Machine Learning Projects
Convolutional Neural Network
Sequence Models
TensorFlow Developer Certificate
The DeepLearning.AI TensorFlow Developer Professional Certificate program teaches you applied machine learning skills with TensorFlow so you can build and train powerful models.
Specialization Courses
Introduction TensorFlow for AI, ML, and DL
Convolutional Neural Networks in TensorFlow
NLP in TensorFlow
Sequence, Time Series, and Prediction
AI For Medicine Specialization
AI is transforming the practice of medicine. This three-course Specialization will give you practical experience in applying machine learning to concrete problems in medicine.
Specialization Courses
AI for Medical Diagnosis
AI for Medical Treatment
AI for Medical Prognosis
TensorFlow: Data and Deployment Specialization
Focuses on deploying models in various environments and managing data pipelines effectively.
Specialization Courses
Browser-based Models with TensorFlow.js
Device-based Models with TensorFlow Lite
Data Pipelines with TensorFlow Data Services
Advanced Deployment Scenarios with TensorFlow
Machine Learning Specialization
This Specialization is taught by Andrew Ng. It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley.
Specialization Courses
Supervised Machine Learning
Advanced Learning Algorithm
Unsupervised, Reinforcement Learning
Mathematics for Machine Learning Specialization
At the end of this specialization you will have gained the prerequisite mathematical knowledge to continue your journey and take more advanced courses in machine learning.
Specialization Courses
Linear Algebra
Multivariate Calculus
PCA
Deep Neural Networks with PyTorch
Comprehensive course on building and training deep learning models using the PyTorch framework.
Machine Learning with Python
This course will begin with a gentle introduction to Machine Learning and what it is, with topics like supervised vs unsupervised learning, linear & non-linear regression, and more.
Generative AI for Software Development Specialization
Specialization focused on leveraging Generative AI tools and techniques to enhance software development workflows.
Specialization Courses
Introduction to Generative AI for Software Development
Team Software Engineering with AI
AI-Powered Software and System Design
Docker Certified Associate Exam Prep Specialization
Comprehensive preparation for the Docker Certified Associate (DCA) exam, covering container orchestration, security, and networking.
Specialization Courses
Docker Fundamentals
Getting Started with Docker
Advanced Docker
Docker Foundations Professional Certificate
Professional certificate covering the fundamentals of containerization with Docker.
AWS Fundamentals Specialization
This specialization gives current or aspiring IT professionals an overview of the features, benefits, and capabilities of Amazon Web Services (AWS).
Specialization Courses
AWS Fundamentals: Going Cloud-Native
AWS Fundamentals: Addressing Security Risk
AWS Fundamentals: Migrating to the Cloud
AWS Fundamentals: Building Serverless Apps
Google Project Management Professional Certificate
Professional certificate covering the foundations, initiation, and planning of successful projects.
Specialization Courses
Foundations of Project Management
Project Initiation: Starting a Successful Project
Project Planning: Putting It All Together
AI Infrastructure and Operations Fundamentals
Foundational knowledge of AI infrastructure, including GPU computing and data center operations for AI workloads.
Introduction to MongoDB
Introduction to NoSQL databases and data modeling with MongoDB.
Data Visualization with Python
This course will teach you to work with many Data Visualization tools and techniques using Matplotlib, Seaborn, Folium, Plotly & Dash.
Data Cleaning & Preprocessing with Pandas
This course introduces you to one of the most widely used data analysis libraries – pandas. With pandas you’ll be able to solve your analytic tasks in an easy and professional way!
Introduction to Git and GitHub
Practical introduction to version control with Git and collaboration on GitHub.
Career Essentials in GitHub Professional Certificate
Essential skills for using GitHub in a professional environment, including version control and collaboration.
Beginning Custom Projects with Raspberry Pi
A comprehensive course on building custom hardware and software projects using the Raspberry Pi platform.
IEEE Extreme Participation
This is a certificate of participation in IEEE Extreme. IEEE Extreme is a 24-hour programming competition.
