Machine Learning Courses and Certifications

Career Certificate

Applied Data Science with Python

19754 ratings at Simplilearn

Discover Python's essential tools and techniques for data science, including advanced statistics, in this comprehensive 5-week program.

• Simplilearn
• 5 weeks
• Self-Paced
• Paid Course

Data Science: Supervised Machine Learning in Python

3554 ratings at Udemy

Full Guide to Implementing Classic Machine Learning Algorithms in Python and with Scikit-Learn

• Udemy
• 6 hours 25 minutes
• Self-Paced
• Paid Course

Career Certificate

Mathematics for Machine Learning

15058 ratings at Coursera

Gain essential mathematical foundations for machine learning, covering linear algebra, multivariate calculus, and dimensionality reduction with PCA. Build intuitive understanding and practical skills for advanced ML and data science.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Great Learning

Coronavirus Outbreak Prediction Using Machine Learning in Hindi

Aprenda a predecir brotes de coronavirus usando aprendizaje automático y Python. Análisis de casos, muertes y predicciones por estado utilizando técnicas de ciencia de datos.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Stanford Seminar - Can the Brain Do Back-Propagation?

Explore the brain's potential for back-propagation learning, examining challenges, alternative methods, and implications for neuroscience and machine learning.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Online Course

CodeWithHarry

Precision, Recall, Confusion Matrix and F1-Score - Machine Learning Tutorials in Hindi

Aprenda a evaluar modelos de aprendizaje automático utilizando métricas clave como precisión, recall, matriz de confusión y puntuación F1, con ejemplos prácticos en Python.

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

CodeWithHarry

Coding Logistic Regression in Python - Machine Learning Tutorial

Aprenda a implementar regressão logística em Python para machine learning, com explicações detalhadas em hindi. Tutorial prático para iniciantes e estudantes de ciência de dados.

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

CodeWithHarry

Logistic Regression: Overview and Working - Machine Learning Tutorial

लॉजिस्टिक रिग्रेशन की अवधारणा और कार्यप्रणाली को समझें। यह ट्यूटोरियल मशीन लर्निंग की इस महत्वपूर्ण तकनीक को सरल हिंदी में समझाता है।

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

5 Minutes Engineering

Machine Learning and Neural Networks: Cost Function and Gradient Descent - Day 12

Explore cost functions and gradient descent in machine learning and neural networks, focusing on their role in optimizing model performance and accuracy.

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

Time Series Analysis, Forecasting, and Machine Learning

3133 ratings at Udemy

Python for LSTMs, ARIMA, Deep Learning, AI, Support Vector Regression, +More Applied to Time Series Forecasting

• Udemy
• 23 hours 28 minutes
• Self-Paced
• Paid Course

Career Certificate

Fintech: AI & Machine Learning in the Financial Industry

This course provides a detailed explanation of machine learning and its applications in finance.

• edX
• 4 weeks, 5-6 hours/week
• Self-Paced
• $795.00

Estimating ML-models Financial Impact

Discover how to translate machine learning model performance into concrete financial results and business value through estimation techniques, A/B testing, and risk assessment.

• XuetangX
• Self-Paced
• Free Online Course

Master statistics & machine learning: intuition, math, code

2974 ratings at Udemy

A rigorous and engaging deep-dive into statistics and machine-learning, with hands-on applications in Python and MATLAB.

• Udemy
• 1 day 14 hours 21 minutes
• Self-Paced
• Paid Course

Machine Learning for Absolute Beginners - Level 2

2941 ratings at Udemy

Learn the Python Fundamentals and Pandas Library for Data Science Projects

• Udemy
• 4 hours
• Self-Paced
• Paid Course

Introduction to Machine Learning: Supervised Learning

26 ratings at Coursera

Explore supervised ML algorithms, prediction tasks, and model selection. Learn to improve performance using linear/logistic regression, KNN, decision trees, ensembling methods, and kernel techniques like SVM.

• Coursera
• 22 hours 48 minutes
• Self-Paced
• Paid Course