Machine Learning Courses and Certifications

Calculus for Machine Learning and Data Science

957 ratings at Coursera

Explore calculus fundamentals for machine learning, including derivatives, optimization, gradients, and Newton's method. Apply concepts using Python in hands-on exercises for practical ML skills.

• Coursera
• 1 day 2 hours 59 minutes
• Self-Paced
• Paid Course

Convolutional Neural Networks

8 ratings

Explore computer vision applications, build CNNs, and apply them to visual tasks. Learn advanced techniques like residual networks and neural style transfer for image and video processing.

• Coursera
• 1 day 11 hours 43 minutes
• Self-Paced
• Paid Course

AI & ML Made Easy: From Basic to Advanced (2025)

760 ratings at Udemy

Learn AI, Machine Learning & Deep Learning from Scratch with Real Projects, NLP, and Industry-Focused Applications

• Udemy
• 7 hours 10 minutes
• Self-Paced
• Paid Course

CodeWithHarry

Handwritten Digit Recognition on MNIST Dataset - Machine Learning Tutorial

Aprenda a reconocer dígitos escritos a mano utilizando el conjunto de datos MNIST y técnicas de aprendizaje automático en Python, con explicaciones en hindi.

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

CodeWithHarry

End-to-End Python Machine Learning Project - Real Estate Price Prediction

Comprehensive Hindi tutorial on building a real estate price prediction model using Python. Covers data analysis, preprocessing, model creation, and evaluation for practical machine learning application.

• YouTube
• 3 hours 6 minutes
• Self-Paced
• Free Video

CodeWithHarry

Linear Regression in Python Using Sklearn - Machine Learning Tutorial in Hindi

स्काइकिट-लर्न का उपयोग करके पायथन में लीनियर रिग्रेशन कोड सीखें। यह ट्यूटोरियल मशीन लर्निंग की मूल अवधारणाओं को समझने और व्यावहारिक कौशल विकसित करने में मदद करेगा।

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

Great Learning

Machine Learning Full Course in Hindi

मशीन लर्निंग की मूल अवधारणाओं और एल्गोरिदम का व्यापक हिंदी परिचय, जिसमें लीनियर रिग्रेशन, लॉजिस्टिक रिग्रेशन, डिसीजन ट्री, रैंडम फॉरेस्ट, नेइव बेयस और SVM शामिल हैं।

• YouTube
• 5 hours 27 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Introduction to Machine Learning (Tamil)

Discover machine learning fundamentals in Tamil, covering algorithms, regression, classification, clustering, and ensemble methods with practical Python tutorials.

• YouTube
• 20 hours 41 minutes
• Self-Paced
• Free Video

Reliability, Cloud Computing and Machine Learning

Master advanced distributed databases, transaction management, and cloud computing while exploring machine learning applications using Hadoop, MapReduce, and Accumulo for large-scale data processing and analytics.

• Coursera
• 20 hours 23 minutes
• Self-Paced
• Paid Course

Data Science in Real Life

12 ratings

Practical insights for managing data science teams, covering experimental design, data quality, statistical modeling, and effective communication in real-world scenarios.

• Coursera
• 7 hours 19 minutes
• Self-Paced
• Paid Course

Deploy ML Model in Production with FastAPI and Docker

706 ratings at Udemy

Deploy ML Model with ViT, BERT and TinyBERT HuggingFace Transformers with Streamlit, FastAPI and Docker at AWS

• Udemy
• 18 hours 13 minutes
• Self-Paced
• Paid Course

DP-100: A-Z Machine Learning using Azure Machine Learning

8515 ratings at Udemy

Microsoft Azure DP-100: Designing and Implementing a Data Science Solution Exam Covered. Learn Azure Machine Learning

• Udemy
• 1 day 2 hours 39 minutes
• Self-Paced
• Paid Course

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

4 ratings

This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.

• MIT OpenCourseWare
• 28 hours
• Self-Paced
• Free Video

Artificial Intelligence and Machine Learning in MSK Radiology

4 ratings

Explore AI and machine learning applications in musculoskeletal radiology, including a general tutorial on machine learning for radiologists.

• Independent
• Self-Paced
• Free Online Course

Kaggle;  Amazon Web Services;  Amazon Career Certificate

Introduction to Machine Learning with Pytorch

5 ratings

Comprehensive introduction to machine learning using PyTorch, covering supervised and unsupervised techniques with hands-on projects for real-world problem-solving and model building.

• Udacity
• 49 hours
• Self-Paced
• Paid Course