Full Stack Generative Ai With Python From Zero To Hero
MP4 |
Video: h264, 1920x1080 |
Audio: AAC, 44.1 KHz
Language: English |
Size: 484.46 MB |
Duration: 0h 55m
Master Machine Learning, Data Science from beginner to Advanced with Python, NLP, AWS and Hands-on Projects
What you'll learn
Master Machine Learning and Data Science fundamentals
Build practical AI applications with Python by implementing real-world machine learning algorithms, deep learning basics
Develop end-to-end data science projects using industry-standard libraries such as NumPy, Pandas, Matplotlib
Deploy AI and Machine Learning models on AWS by learning cloud-based ML services, model deployment
Requirements
No need to have any experience at all
Description
Master the complete Artificial Intelligence ecosystem with this comprehensive, hands-on course covering Machine Learning, Data Science, Deep Learning, Natural
Language Processing (NLP), and AI using Python. Designed for beginners, students, software developers, data analysts, and aspiring AI engineers, this course takes you from the fundamentals to advanced AI concepts through practical coding exercises and real-world projects.You will start by learning Python programming for data science, followed by essential topics such as data preprocessing, exploratory data analysis (EDA), feature engineering, data visualization, statistics, and probability. You'll then dive into machine learning, where you'll build predictive models using supervised and unsupervised learning algorithms, evaluate model performance, and optimize models using industry best practices.As you progress, you'll explore the exciting world of Deep Learning by building artificial neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), LSTMs, transformers, and modern deep learning architectures using popular frameworks such as TensorFlow, Keras, and PyTorch.The course also provides an in-depth introduction to Natural
Language Processing (NLP), where you'll learn text preprocessing, tokenization, word embeddings, sentiment analysis, text classification, named entity recognition, question answering, document summarization, machine translation, and conversational AI. You'll also discover how Large
Language Models (LLMs) and Generative AI are transforming modern AI applications.Throughout the course, you will develop numerous real-world projects involving predictive analytics, recommendation systems, fraud detection, image classification, object detection, text analytics, chatbots, and AI-powered automation. These projects are designed to strengthen your practical skills and help you build a professional portfolio.By the end of this course, you will be able to collect and analyze data, build machine learning models, design deep learning solutions, create NLP applications, and develop intelligent AI systems using Python. Whether you aspire to become a Data Scientist, Machine Learning Engineer, AI Engineer, Deep Learning Engineer, NLP Engineer, or Python Developer, this course will provide the practical knowledge and hands-on experience needed to excel in the rapidly growing field of Artificial Intelligence.
It is for those who want to master Machine Learning and Data Science with Python, NLP and AWS
Код:
https://www.udemy.com/course/full-stack-generative-ai-with-python-from-zero-to-hero
Full Stack Generative Ai With Python From Zero To Hero
