Machine Learning Courses and Certifications

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

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

Machine Learning with Python

18370 ratings at Coursera

Dive into Machine Learning with Python, covering supervised and unsupervised learning, regression, classification, and clustering. Gain hands-on experience using SciPy and scikit-learn libraries.

• Coursera
• 20 hours 5 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

Probability & Statistics for Machine Learning & Data Science

686 ratings at Coursera

Explore probability, statistics, and data analysis for machine learning. Apply concepts using Python in hands-on exercises. Gain skills in estimation, hypothesis testing, and exploratory data analysis.

• Coursera
• 1 day 9 hours 28 minutes
• Self-Paced
• Paid Course

Cloud Machine Learning Engineering and MLOps

92 ratings at Coursera

Develop machine learning applications using cloud computing, AutoML, and MLOps. Explore emerging topics like edge ML and AI APIs. Build a Flask web app for ML predictions.

• Coursera
• 13 hours 47 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

Dynamic Programming: Applications In Machine Learning and Genomics

Learn how dynamic programming and Hidden Markov Models can be used to compare genetic strings and uncover evolution.

• edX
• 4 weeks, 8-10 hours/week
• Self-Paced
• Free Online Course (Audit)

Explainable Machine Learning (XAI)

27 ratings at Coursera

Develop transparent and trustworthy AI solutions using explainable machine learning techniques. Implement local and global explainability methods, visualize neural networks, and explore emerging approaches for large language models.

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

Coding Train

Intelligence and Learning - Nature of Code Part 2

Explore algorithms, genetic programming, and neural networks through hands-on coding challenges covering pathfinding, machine learning, and evolutionary systems.

• YouTube
• 19 hours 12 minutes
• Self-Paced
• Free Video

Logistic Regression

Learn to predict discrete outcomes using logistic regression, covering coefficients, maximum likelihood, R-squared, p-values, deviance, and practical implementation in R.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Machine Learning

Learn about machine learning, the area of artificial intelligence (AI) that is concerned with computational artifacts that modify and improve performance through experience.

• edX
• 14 weeks, 8-10 hours/week
• Self-Paced
• Free Certificate

Data Analysis & Exploratory Data Analysis Using Python

494 ratings at Udemy

Parametric & Non Parametric Hypothesis Tests | Build EDA App with Streamlit | EDA Libraries | Data Visualization

• Udemy
• 4 hours 54 minutes
• Self-Paced
• Paid Course