Machine Learning Courses and Certifications

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

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

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

689 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

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

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

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

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

Explainable Machine Learning (XAI)

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

Career Certificate

Machine Learning Operations (MLOps) on Google Cloud

504 ratings at Coursera

Master MLOps on Google Cloud by exploring the full lifecycle—feature management, model evaluation, automated workflows, and production-grade pipelines using Vertex AI and Kubeflow SDK.

• Coursera
• Self-Paced
• Paid Course
• 4 courses

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

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

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