Machine Learning Courses and Certifications

Python Simplified

Creating a Machine Learning GUI App with Taipy and TensorFlow

1 review

Build a stylish GUI for image classification using Taipy and TensorFlow. Learn to process images, create neural networks, and design user-friendly interfaces for machine learning applications.

• YouTube
• 31 minutes
• On-Demand
• Free Video

IIT Madras;  NPTEL

Introduction to Machine Learning

1 review

Comprehensive introduction to machine learning concepts, algorithms, and paradigms. Covers statistical theory, regression, classification, neural networks, decision trees, ensemble methods, and clustering techniques.

• Swayam
• 12 weeks, 3-4 hours a week
• On-Demand
• Free Online Course

Machine Learning with Python: A Practical Introduction

415 ratings at edX

Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning.

• edX
• 5 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Learn to build, deploy, and monitor smart chatbots using AWS services like Amazon Polly and Lex, enhancing user experience and gathering valuable insights.

• Independent
• 3-4 hours
• On-Demand
• Free Online Course

Society for Industrial and Applied Mathematics

Machine Learning in Extreme Weather Forecasting with William Drew Collins

1 review

Explore innovative ML techniques for extreme weather forecasting, leveraging FourCastNet algorithm to generate massive ensembles with high accuracy and efficiency, revolutionizing atmospheric dynamics modeling.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Amazon Web Services;  Amazon

Machine Learning Terminology and Process

1 review

Explore machine learning fundamentals, terminology, and process steps. Gain insights into common techniques used in ML projects for a comprehensive understanding of the field.

• AWS Skill Builder
• 8 hours
• On-Demand
• Free Certificate

Great Learning

Product Categorization Using Machine Learning - Machine Learning With R

1 review

Learn to categorize products using machine learning algorithms, improving e-commerce efficiency and marketing. Includes a case study and demo to apply the concepts in practice.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

Machine Learning

1 review

Comprehensive introduction to machine learning concepts, from fundamentals to advanced techniques, with clear explanations and practical applications.

• YouTube
• 22 hours
• On-Demand
• Free Video

NPTEL;  IIT Bombay

Practical Machine Learning with Tensorflow

1 review

We will cover the basics of Tensorflow and Machine Learning in the initial sessions and advanced topics in the latter part. After this course, the students will be able to build ML models using Tensorflow.

• YouTube
• 16 hours
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

AI, Machine Learning and Deep Learning

1 review

Explore AI, machine learning, and deep learning concepts, including supervised, unsupervised, and reinforcement learning paradigms. Learn when to use traditional ML or deep neural networks for audio applications.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Machine Learning with Python

1 review

Explore machine learning basics, algorithms, and models using Python. Learn supervised and unsupervised techniques, statistical modeling, and real-world applications. Gain practical skills in classification, regression, clustering, and dimensionality red…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

INFOSEC TRAIN

Machine Learning for Cybersecurity - Introduction to Python

1 review

Explore machine learning's role in cybersecurity, from threat analysis to task automation. Learn Python basics and essential ML packages through hands-on practice with Anaconda and Jupyter Notebook.

• YouTube
• 2 hours 1 minute
• On-Demand
• Free Video

Yacine Mahdid

Learning Machine Learning Efficiently

1 review

Discover an efficient approach to learning machine learning, exploring the landscape, optimal paths, and practical strategies for mastering this complex field.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Intro to Machine Learning

1 review

Learn the core ideas in machine learning, and build your first models.

• Kaggle
• 3 hours
• On-Demand
• Free Certificate

Intermediate Machine Learning

1 review

Handle missing values, non-numeric values, data leakage, and more.

• Kaggle
• 4 hours
• On-Demand
• Free Certificate