Data Science Full Course 2026 | Data Science For Beginners | Data Science Course | Simplilearn

Wed, 11 Mar 2026 11:44:13 +0000

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This Data Science Full Course Video by Simplilearn provides a detailed roadmap to learn data science. It begins with an introduction to data science and explores the future scope of AI. You’ll learn the skills to becoming a data scientist and dive into key topics like AI bias. The course also explains the differences between AI, ML, and DL (Artificial Intelligence, Machine Learning, and Deep Learning) and introduces deep learning and applied data science with Python. Additionally, it covers running Lama privately, understanding LLMs (Large Language Models) and their benchmarking, and working with LangChain. The video concludes with insights into the confusion matrix, beginner-friendly machine learning projects, and essential interview questions, offering a holistic learning experience for aspiring data scientists.

00:00:00 Introduction to Data Science Full Course
00:04:21 What is Data Science
00:05:55 How To Learn AI and Machine Learning
00:14:36 How to become Data Scientist
00:29:29 AI Bias Tutorial For Beginners
00:35:40 Difference between AI Machine Learning and Deep Learning
00:45:16 Roadmap to Data Science
01:31:35 Probability and Statistics
01:40:52 How To Learn Data Science Fast
06:51:05 Deep Learning
06:52:12 How to Run Lama Privately
07:00:56 Introduction to Large Language Models
07:14:25 LLM Benchmarking Tutorial
07:15:44 Lang chain Tutorial
07:43:12 Confusion Matrix in Machine Learning
07:44:02 Q Learning
08:16:19 Stable diffusion
09:23:16 Data Science Interview Questions

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➡️ About Data Science Course in collaboration with IBM

This Data Science course in collaboration with IBM propels your career to become a data scientist. Gain expertise in in-demand skills like Python, SQL, Excel, Machine Learning, Tableau, generative AI, and more. Dive deep into data interpretation nuances, master Machine Learning, and enhance programming skills to elevate your Data Science career.

Key Features
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Masterclasses from IBM experts
✅ Dedicated live sessions by faculty of industry experts
✅ Industry-recognized Data Scientist Master’s certificate from Simplilearn
✅ Industry-recognized IBM certifications for IBM courses
✅ Ask-Me-Anything (AMA) sessions with IBM leadership
✅ Capstone from 3 domains and 25+ projects
✅ Exclusive hackathons conducted by IBM
✅ Lifetime access to self-paced learning content
✅ Program crafted to initiate your journey as a Data Scientist
✅ Integrated labs for hands-on learning experience

Skills Covered
✅ Generative AI
✅ Prompt Engineering
✅ ChatGPT
✅ Exploratory Data Analysis
✅ Descriptive Statistics
✅ Inferential Statistics
✅ Explainable AI
✅ Conversational AI
✅ Large Language Models
✅ Model Building and Finetuning
✅ Ensemble Learning
✅ Data Visualization
✅ Database Management

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