04.02.2025, 04:54
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Data Science & AI Masters 2025 - From Python To Gen AI
Published 1/2025
Created by Satyajit Pattnaik,Zep Tech Solutions
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Level: All | Genre: eLearning | Language: English | Duration: 428 Lectures ( 79h 16m ) | Size: 39 GB
Master Data Science and AI: Learn Python, EDA, Stats, SQL, Machine Learning, NLP, Deep Learning and Gen AI
What you'll learn
Build a solid foundation in Python programming to effectively implement AI concepts and applications.
Learn how Machine Learning & Deep Learning works
Learn how transformer models revolutionize NLP tasks, and how to leverage them for various applications.
Gain hands-on experience with Retrieval-Augmented Generation (RAG) and Langchain for building advanced AI applications.
Learn how to utilize vector databases for efficient storage and retrieval of embeddings in AI projects.
Understand the complete pipeline of Natural Language Processing, from data preprocessing to model deployment.
Explore the essentials of Large Language Models (LLMs) and their applications in generative tasks.
Develop skills in crafting effective prompts to optimize model performance and achieve desired outputs.
Requirements
No programming experience is needed.
A laptop with atleast 8gb memory is recommended (4gb memory is also fine, can use Google Colab as a backup)
No prior knowledge on SQL, or Machine Learning is needed
Description
Welcome to Data Science & AI Masters 2025 - From Python To Gen AI! This comprehensive course is designed for aspiring data scientists and AI enthusiasts who want to master the essential skills needed to thrive in the rapidly evolving field of data science and artificial intelligence. Whether you're a beginner or looking to enhance your existing knowledge, this bootcamp will guide you through every step of your learning journey.What You Will LearnIn this bootcamp, you will gain a solid foundation in key concepts and techniques, including
ython Programming: Start with the basics of Python, the most popular programming language in data science, and learn how to write efficient code.Exploratory Data Analysis (EDA): Discover how to analyze and visualize data to uncover insights and patterns.Statistics: Understand the statistical methods that underpin data analysis and machine learning.SQL: Learn how to manage and query databases effectively using SQL.Machine Learning: Dive into the world of machine learning, covering algorithms, model evaluation, and practical applications.Time Series Analysis & Forecasting: Explore techniques for analyzing time-dependent data and making predictions.Deep Learning: Get hands-on experience with neural networks and deep learning frameworks.Natural Language Processing (NLP): Learn how to process and analyze textual data using NLP techniques.Transformers and Generative AI: Understand the latest advancements in AI, including transformer models and generative AI applications.Real-World Projects: Apply your skills through engaging projects that simulate real-world data challenges.Course StructureThe bootcamp is structured into modules that build upon each other, ensuring a smooth learning experience. Each module includes video lectures, hands-on exercises, and quizzes to reinforce your understanding. By the end of the course, you will have a robust portfolio of projects showcasing your skills and knowledge.ConclusionJoin us in The Complete DS/AI Bootcamp and take the first step towards a rewarding career in data science and artificial intelligence. With the demand for data professionals on the rise, this course will equip you with the skills needed to excel in this exciting field. Enroll now and start your journey to becoming a proficient data scientist and AI expert!Who this course is for
Complete beginners willing to jump into the field of Data Science, AI & Gen AI
Experienced Professionals willing to switch to Data Science, AI & Gen AI
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