English Courses

Mastering Communication with AI Language Models

Master effective communication with AI language models through prompt engineering, conversation optimization, and ethical practices while understanding core LLM mechanics.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Applying Generative AI in Everyday Professional Tasks

Master practical AI techniques to enhance professional tasks, from content creation and writing to information analysis and workflow optimization, boosting productivity and efficiency.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Making Things Shine - Practice and Learn Image Generation with AI

Master the art of AI image generation using DALL-E and Midjourney, from crafting effective text prompts to refining outputs and applying generated images across various digital platforms.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Generative AI - The Next Frontier: Voice, Video, and More

Explore cutting-edge AI technologies for generating voice and video content, while mastering multimodal applications and preparing for future developments in content creation.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Data Cleaning and Preprocessing in Machine Learning

Master data preprocessing techniques using the Titanic dataset, covering cleaning, handling missing values, outlier detection, feature engineering, and model training with Python and Pandas for effective machine learning preparation.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate

Foundational Machine Learning Models with Sklearn

Master fundamental machine learning algorithms using Sklearn and the Iris dataset, from linear regression to decision trees, with hands-on implementation, evaluation metrics, and model optimization techniques.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate

Feature Engineering for Machine Learning

Master feature engineering techniques using the Abalone Dataset to improve ML model performance through extraction, selection, and transformation methods for uncovering meaningful patterns in data.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Intro to Model Optimization in Machine Learning

Master machine learning optimization techniques using real medical data, from hyperparameter tuning to advanced ensemble methods, enhancing your ability to build accurate predictive models.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Introduction to Neural Networks with TensorFlow

Master neural networks and deep learning fundamentals using TensorFlow, from data preprocessing to model training. Build and optimize architectures, implement activation functions, and enhance model performance with the Digits dataset.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Python Libraries for Data Analysis

Master essential Python data analysis tools numpy and pandas through hands-on practice with arrays, dataframes, data selection, and manipulation techniques for real-world applications.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Descriptive and Inferential Statistics with Python

Master statistical analysis using Python's powerful libraries - from basic descriptive measures to advanced inferential techniques, with hands-on practice using real-world datasets and practical applications.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Data Cleaning and Preprocessing Techniques

Master essential data preprocessing techniques, from handling missing values and outliers to implementing normalization, encoding, and binning methods using Python and Pandas for effective data preparation and analysis.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Advanced Preprocessing and Collecting Techniques

Master advanced data preprocessing techniques, from DataFrame merging and grouping to filtering and sorting operations in Pandas. Enhance your ability to handle complex datasets and prepare them effectively for analysis.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Reporting and Visualization for Data Analysts

Master data visualization techniques to create compelling, interactive reports and dashboards using Python libraries like Matplotlib and Seaborn for effective data storytelling and analysis.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Revisiting C++ Basics

Master fundamental C++ concepts through hands-on practice with vectors, strings, loops, and conditional logic. Build practical programming skills through space-themed exercises and real-world applications.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate