certificates

The Deep Learning Specialization is a foundational program that has helped me understand the the core mathematics for machine learning and data science, including linear algebra, calculus, probability, and statistics. Here are the certificates of all courses under Mathematics for Machine Learning and Data Science

• Linear Algebra for Machine Learning and Data Science
• Calculus for Machine Learning and Data Science
• Probability & Statistics for Machine Learning & Data Science

It will cover basic topics in Java language such as classes, data structures, inheritance, exception handling, etc. You are expected to be proficient in either Java 7 or Java 8. Here are the certificate Java (Basic)

This 6-course Professional Certificate is designed to equip you with the tools you need to succeed in your career as an AI or ML engineer. This courses fundamental concepts of machine learning and deep learning, including supervised and unsupervised learning, using programming languages like Python. I apply popular machine learning and deep learning libraries such as SciPy, ScikitLearn, Keras, PyTorch, and Tensorflow to industry problems involving object recognition, computer vision, image and video processing, text analytics, natural language processing (NLP), recommender systems, and other types of classifiers. Here are the certificates of all courses under IBM AI Engineering

• AI Capstone Project with Deep Learning
• Machine Learning with Python
• Introduction to Computer Vision and Image Processing
• Deep Neural Networks with PyTorch
• Introduction to Deep Learning & Neural Networks with Keras
• Building Deep Learning Models with TensorFlow

It covers topics like Scalar Types, Operators and Control Flow, Strings, Collections and Iteration, Modularity, Objects and Types and Classes Here are the certificates of all courses under Python (Basic) Certificate

See my profile Ashfak Yeafi

It covers topics of Data Structures (such as HashMaps, Stacks and Queues) and Algorithms (such as Optimal Solutions). Here are the certificates of all courses under Problem Solving (Intermediate) Certificate

The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. In this beginner-friendly program, you will learn the fundamentals of machine learning and how to use these techniques to build real-world AI applications.

This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field. Here are the certificates of all courses under Machine Learning

Here are the certificates of all courses under AWS Machine Learning Foundations

Here are the certificates of all courses under Intermediate Machine Learning.

The Deep Learning Specialization is a foundational program that has helped me understand the capabilities, challenges, and consequences of deep learning and prepared me to participate in the development of leading-edge AI technology. Here are the certificates of all courses under Deep Learning Specialization

• Neural Networks and Deep Learning
• Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
• Structuring Machine Learning Projects
• Convolutional Neural Networks
• Sequence Models