Description
The “Complete Data Science, Machine Learning, DL, and NLP Bootcamp” is a modern training course on data science and artificial intelligence, published by the online academy Udemy. This hands-on course guides you through the fundamental concepts, tools, and techniques used for data analysis, the development of predictive models, and the creation of intelligent applications. You will learn to work with Python and popular data science libraries—such as NumPy, Pandas, Matplotlib, and Scikit-learn—while exploring data cleaning, preprocessing, visualization, and exploratory data analysis. You will also discover the foundations of machine learning, including supervised and unsupervised learning, regression, classification, clustering, and model evaluation.
You will advance your knowledge by delving into deep learning concepts, neural networks, and modern architectures, while also examining Natural Language Processing (NLP) techniques for processing, analyzing, and understanding human language. Through practical projects and hands-on exercises, you will gain real-world experience in applying algorithms, training models, interpreting results, and solving actual data-related challenges. Whether you are a beginner, an aspiring data scientist, a Python developer, or a tech professional, this bootcamp will help you develop valuable skills in data science, machine learning, deep learning, and NLP. Throughout the course, you will learn statistics and linear algebra, clean and analyze data, work with supervised and unsupervised machine learning, build neural networks (such as ANN, CNN, RNN, LSTM, and GRU) using TensorFlow and Keras, complete several end-to-end projects, and deploy models using Flask and Streamlit. This comprehensive and extensive path provides you with a deep, practical understanding of how these concepts are applied in real-world scenarios, preparing you for a professional career in data science as well as technical interviews.
What you will learn in Complete Data Science Machine Learning DL NLP Bootcamp:
- Python Programming from Beginner to Advanced.
- Statistics, Probability, and Linear Algebra for Machine Learning.
- Data Cleaning, EDA, and Feature Engineering.
- Supervised and Unsupervised Machine Learning.
- Ensemble Learning Techniques.
- and …
Course specifications
Publisher: Udemy
Instructors: Voryaan Choudhary
Language: English
Level: Introductory to Advanced
Number of Lessons: 326
Duration: 52 hours and 16 minutes
Course topics
Complete Data Science Machine Learning DL NLP Bootcamp Prerequisites
Computer: A PC or Mac (Windows, macOS, or Linux) with at least 4GB of RAM (8GB+ recommended for Deep Learning and project work).
Internet Connection: To download datasets, libraries, and watch course videos.
Software: No prior software is needed on day one! You will guide students through installing Anaconda and VS Code in Module 1.
Pictures
Complete Data Science Machine Learning DL NLP Bootcamp introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 1440p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
28.1 GB