Robust Machine Learning Mastery
Total number of tutorials: 10
Learn how to build robust machine learning models that can handle uncertainty, noise, and outliers in 10 steps.
Quantum Machine Learning Fundamentals
Total number of tutorials: 10
Learn the basics of quantum machine learning, from quantum computing to quantum algorithms and applications.
Probabilistic Deep Learning Fundamentals
Total number of tutorials: 8
Learn the basics of probabilistic deep learning, from Bayesian inference to variational autoencoders, in this 8-part tutorial series.
Matlab for Machine Learning Essentials
Total number of tutorials: 8
Learn how to use Matlab for machine learning tasks such as data preprocessing, feature extraction, model training, evaluation and deployment.
Mastering Quick Sort in C
Total number of tutorials: 5
Learn how to implement, analyze and optimize the quick sort algorithm in C with this tutorial series.
Machine Learning with Golang
Total number of tutorials: 8
Learn how to use Golang for machine learning tasks, from data preprocessing to model deployment.
Machine Learning Pruning Techniques
Total number of tutorials: 8
Learn how to reduce the complexity and improve the performance of machine learning models using pruning techniques.
Machine Learning for Fraud Detection
Total number of tutorials: 10
Learn how to apply machine learning techniques to detect and prevent fraud in various domains such as banking, e-commerce, and healthcare.
Keras and TensorFlow Mastery
Total number of tutorials: 12
Master Keras and TensorFlow step by step: installation, building neural networks, image processing, NLP, audio, time series, GANs, RL, deployment, testing, and best practices.
Introduction to Carbon Programming
Total number of tutorials: 8
Learn the basics of Carbon Programming, a new language that makes coding easy and fun. This series covers syntax, variables, functions, loops, conditionals, arrays, objects and more.
F1 Machine Learning Essentials
Total number of tutorials: 8
Learn how to use F1 score as a metric for machine learning models, and how to optimize it using various techniques.
Exploring Java Integration with Graylog
Total number of tutorials: 8
Learn how to integrate Java applications with Graylog, a powerful log management tool, in this 8-part tutorial series.
Embedded Machine Learning Essentials
Total number of tutorials: 10
Learn how to design, train and deploy machine learning models on embedded devices with this 10-step tutorial series.
Creating Pandas DataFrame from List of Dicts
Total number of tutorials: 8
Learn how to create pandas dataframes from lists of dictionaries in 8 easy steps. This tutorial covers data manipulation, indexing, filtering, and aggregation.
Choosing the Best Java IDE Guide
Total number of tutorials: 8
Learn how to choose the best Java IDE for your needs, preferences, and budget. Compare the features, pros, and cons of eight popular IDEs.
Azure Data Factory Mastery
Total number of tutorials: 10
Learn how to use Azure Data Factory to create, manage and monitor data pipelines in the cloud.
Active Learning in Machine Learning
Total number of tutorials: 12
Learn how to use active learning to improve your machine learning models with less data and human effort.
Spring MVC with Swagger Integration
Total number of tutorials: 8
Learn how to use Spring MVC with Swagger to create RESTful APIs with documentation and testing features.
PyTorch for Natural Language Processing
Total number of tutorials: 12
Learn how to use PyTorch for various NLP tasks such as text classification, sentiment analysis, machine translation, and more.
Predictive Maintenance with Machine Learning
Total number of tutorials: 12
Learn how to use machine learning to predict and prevent failures in complex systems with this tutorial series.
Pandas DataFrame Filtering Techniques
Total number of tutorials: 8
Learn how to filter data in Pandas DataFrames using various techniques such as boolean indexing, query method, isin method, and more.
OCR Integration for NLP Applications
Total number of tutorials: 10
Learn how to use OCR to extract text from images and PDFs, and how to integrate it with NLP tools for analysis and applications.
Machine Learning Evaluation Mastery
Total number of tutorials: 12
Dive into Machine Learning Evaluation Mastery: metrics, confusion matrix, ROC-AUC, regression metrics, clustering indices, cross-validation, and statistical tests.
Event-Driven Programming Essentials
Total number of tutorials: 10
Learn the basics of event-driven programming, how to create and handle events, and how to use different frameworks and libraries in 10 tutorials.
Effective Concurrency Control in Databases
Total number of tutorials: 8
Learn how to design and implement concurrency control mechanisms in databases to ensure data consistency and avoid conflicts.
Building Web APIs with FastAPI in Python
Total number of tutorials: 10
Learn how to build fast and scalable web APIs with FastAPI, a modern Python framework. From installation to deployment, this series covers it all.
Building NLP-Powered Chatbots
Total number of tutorials: 10
Learn how to build chatbots with natural language processing (NLP) techniques in 10 easy steps.
AWS AutoML: A Practical Guide
Total number of tutorials: 8
Learn how to use AWS AutoML to create, train and deploy machine learning models in the cloud with this practical guide.
Mastering Postman Collections
Total number of tutorials: 8
Learn how to create, organize, test and document Postman collections in this tutorial series.
Advances in Financial Machine Learning
Total number of tutorials: 12
Learn how to apply machine learning techniques to financial data analysis and trading strategies in 12 tutorials.
Deep Learning from Scratch Series
Total number of tutorials: 15
Learn the basics of deep learning from scratch with Python and TensorFlow. Build your own neural networks and apply them to real-world problems.
NLP Question Answering Mastery
Total number of tutorials: 10
Learn how to build and evaluate question answering systems using NLP techniques and tools in 10 tutorials.
Machine Learning Uncertainty
Total number of tutorials: 12
Learn how to quantify and handle uncertainty in machine learning models with this 12-step tutorial series.
Java Data Structures and Algorithms
Total number of tutorials: 15
Learn how to use Java data structures and algorithms to solve common coding problems and optimize your performance.
Building Chatbots with Dialogflow
Total number of tutorials: 10
A comprehensive Dialogflow journey, from setup to deployment. Design intents, customize responses, and enhance performance. Integrate across platforms seamlessly
Transformer-Based NLP Fundamentals
Total number of tutorials: 8
Learn the basics of transformer-based NLP models, such as BERT, GPT-3, and T5, and how to apply them to various NLP tasks.
Web Scraping with BeautifulSoup4 in Python
Total number of tutorials: 8
Learn how to scrape data from websites using BeautifulSoup4 in Python. This series covers the basics, advanced techniques, and best practices.
Becoming a Senior Java Developer
Total number of tutorials: 12
Learn how to master Java skills and become a senior developer in 12 tutorials.
Exploring PostgreSQL Tables
Total number of tutorials: 5
Learn how to create, query, update and delete PostgreSQL tables in this tutorial series.
Mastering Kafka with Python
Total number of tutorials: 15
Learn installation, message handling, error management, real-time processing, integration, security, testing, and advanced features for optimized performance and reliability.
MongoDB Java Integration Guide
Total number of tutorials: 8
Learn how to connect, query, and manipulate MongoDB databases using Java in 8 easy steps.
Elasticsearch for Machine Learning Applications
Total number of tutorials: 10
Learn how to use Elasticsearch for ML applications, from data ingestion to analysis and visualization.
Fine-Tuning Large Language Models
Total number of tutorials: 10
- Introduction and Basics of Fine-Tuning Large Language Models
- Data Preparation, Preprocessing, Model, and Task Selection
- Setting Up Training, Training, and Evaluation: Fine-Tuning Process
Mastering Python Web Development
Total number of tutorials: 15
- Environment Setup and Basic Web Development in Python
- Building a Simple Web Application with Flask: Templates, Static Files, and User Input
- Advanced Flask Features: Databases, Authentication, REST API, Real-Time, Admin Interface, Email, Caching, Testing, and Deployment
Mastering Database Transactions
Total number of tutorials: 10
Learn how to use database transactions effectively and avoid common pitfalls in this 10-part tutorial series.