Machine Learning Courses and Certifications

GOTO Conferences

Scaling Machine Learning with Spark

Learn to build scalable machine learning solutions with Apache Spark. Explore distributed computing, MLflow, feature engineering, and integrating Spark with deep learning frameworks like TensorFlow and PyTorch.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Machine Learning Made Easy With PyCaret

Discover how PyCaret simplifies machine learning workflows, automates processes, and boosts productivity. Learn to integrate this low-code library for faster, more efficient ML experiments.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Machine Learning for Autonomous Vehicles

Explore machine learning for autonomous vehicles, covering data collection, model development, security, and industry trends. Gain insights from experts on the future of self-driving technology.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Machine Learning for Developer Self-Care

Explore how Facebook applies AI and ML to enhance developer productivity, from bug prevention to code reviews. Learn about innovative tools and techniques for efficient software development at scale.

• YouTube
• 32 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

The Role of Software Developers in Machine Learning

Explore the crucial role of software developers in machine learning projects, focusing on ML infrastructure complexities and potential mismatches in the development process.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

From Experimentation to Products - The Production Machine Learning Journey

Explore the journey from ML experimentation to production, covering MLOps, TensorFlow Extended, and pipeline architectures for scalable, maintainable machine learning applications.

• YouTube
• 38 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Taking Machine Learning Research to Production - Solving Real Problems

Explore strategies for implementing machine learning in production, addressing challenges like scalability, testability, and fairness using TensorFlow Extended (TFX) pipeline architecture.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

The Future of Machine Learning and JavaScript

Explore AI-powered JavaScript apps using TensorFlow.js and APIs. Learn to build innovative applications without extensive math knowledge, opening new possibilities for JavaScript developers in machine learning.

• YouTube
• 40 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

How We Built Google Tulip by Using Serverless Technology and Machine Learning

Explore how Google Tulip was built using serverless technology and machine learning, covering data gathering, model training, and deployment with CloudRun and DialogFlow.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Using Kubernetes for Machine Learning Frameworks

Explore Kubernetes for machine learning frameworks, covering setup, training, and inference phases. Learn to deploy TensorFlow, Apache MXNet, and PyTorch on Kubernetes clusters for efficient ML model production.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

Krish Naik

Anomaly Detection Tutorials - Machine Learning and Its Types With Implementation

Comprehensive tutorial on anomaly detection techniques in machine learning, covering Isolation Forest, DBSCAN clustering, and Local Outlier Factor with practical implementations and examples.

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

Security Onion

Practical Cyborgism - Machine Learning for Bro Logs

Explore machine learning techniques for analyzing Bro logs, focusing on supervised and unsupervised methods to enhance cybersecurity threat detection and analysis.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk

Devoxx

Machine Learning as an API - Easy Ways to Add Intelligence to Your Web App

Explore machine learning APIs for image analysis, speech recognition, and text processing to enhance web apps without deep technical expertise.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Devoxx

From Tic Tac Toe to AlphaGo - Playing Games with AI and Machine Learning

Explore AI's evolution from simple games to complex challenges like Go, delving into algorithms, neural networks, and breakthroughs that led to AlphaGo's triumph over human champions.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

Devoxx

Continuous Optimization of Microservices Using Machine Learning

Explore Bayesian optimization for continuous performance tuning of microservices, addressing challenges in data centers and improving resource utilization through machine learning techniques.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Conference Talk