Gradient Descent Courses and Certifications

A deep understanding of deep learning (with Python intro)

6185 ratings at Udemy

Master deep learning in PyTorch using an experimental scientific approach, with lots of examples and practice problems.

• Udemy
• 2 days 9 hours 19 minutes
• On-Demand
• Paid Course

Unsupervised Machine Learning Hidden Markov Models in Python

4396 ratings at Udemy

HMMs for stock price analysis, language modeling, web analytics, biology, and PageRank.

• Udemy
• 9 hours 48 minutes
• On-Demand
• Paid Course

Practical Predictive Analytics: Models and Methods

323 ratings at Coursera

Explore statistical experiment design, analytics, and machine learning methods. Learn to design experiments, analyze results, and apply classification and unsupervised learning techniques to solve real-world problems.

• Coursera
• 7 hours 33 minutes
• On-Demand
• Paid Course

Master Python programming by solving scientific projects

1535 ratings at Udemy

Learn scientific coding in Python from a warm-blooded scientist. Each video includes hands-on solved practice problems!

• Udemy
• 1 day 10 hours 53 minutes
• On-Demand
• Paid Course

Deep Learning Foundation : Linear Regression and Statistics

1406 ratings at Udemy

Learn linear regression from scratch, Statistics, R-Squared, Python, Gradient descent, Deep Learning, Machine Learning

• Udemy
• 6 hours 45 minutes
• On-Demand
• Paid Course

最优化方法

Discover mathematical optimization methods including convex analysis, KKT conditions, gradient descent, Newton methods, constrained optimization algorithms, and genetic algorithms with MATLAB.

• XuetangX
• On-Demand
• Free Online Course

Introduction to Neural Networks

Master foundational concepts of neural networks, from basic mathematics to advanced architectures like CNNs. Build practical skills in deep learning, optimization techniques, and model training through hands-on experience.

• Coursera
• 18 hours 20 minutes
• On-Demand
• Paid Course

Neural Networks in Python from Scratch: Complete guide

647 ratings at Udemy

Learn the fundamentals of Deep Learning of neural networks in Python both in theory and practice!

• Udemy
• 8 hours 42 minutes
• On-Demand
• Paid Course

Machine Learning - Regression and Classification (math Inc.)

486 ratings at Udemy

A complete Beginner to Advance level guide to Machine Learning. Hands-on Learning approach with in-depth math concepts

• Udemy
• 17 hours
• On-Demand
• Paid Course

Coursera

Linear Regression with Python

438 ratings at Coursera

Implement Linear Regression using Python and Numpy, focusing on practical aspects like optimization algorithms and training processes. Gain hands-on experience in fundamental machine learning concepts.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course

All-in-One:Machine Learning,DL,NLP,AWS Deply [Hindi][Python]

398 ratings at Udemy

Complete hands-on Machine Learning Course with Data Science, NLP, Deep Learning and Artificial Intelligence

• Udemy
• 17 hours 43 minutes
• On-Demand
• Paid Course

Coursera

Detecting COVID-19 with Chest X-Ray using PyTorch

340 ratings at Coursera

Learn to build an image classification model using PyTorch to detect COVID-19 from chest X-rays. Gain hands-on experience with ResNet-18 and a radiography dataset for educational purposes.

• Coursera
• 1 hour 50 minutes
• On-Demand
• Paid Course

Operations Research (2): Optimization Algorithms

158 ratings at Coursera

Explore optimization algorithms for linear, integer, and nonlinear programs. Learn efficient methods like simplex, branch-and-bound, gradient descent, and Newton's method. Apply concepts to real-world business cases.

• Coursera
• 12 hours
• On-Demand
• Paid Course

AI skills for Engineers: Supervised Machine Learning

8 ratings at edX

Learn the fundamentals of machine learning to help you correctly apply various classification and regression machine learning algorithms to real-life problems using the Python toolbox scikit-learn.

• edX
• 6 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning Fundamentals [Python]

184 ratings at Udemy

Understanding Machine Learning for Data Science in python. Best skill to get in free time.

• Udemy
• 1 hour
• On-Demand
• Free Online Course