Python Data Science Full Course | Data Science With Python Tutorial for Beginners | Simplilearn

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This Python Data Science Full Course Video by Simplilearn helps you learn a brief introduction to data science with . followed by that, we will continue by discussing the scope of data science in future, then we will learn the roadmap to become a data scientist, followed by that, we will learn the Deep Learning, proceeding ahead we will learn how to install python and python programming basics, next we will have a brief introduction to Pandas, Probability, statistics and applied data science with python. Then we will learn how to Run Lama Privately. Afterwards, we will procced with an Introduction to LLm and LLM benchmarking, we will proceed with LangChain. Lastly we will discuss ADA Boost Algorithm, Confusion Matric, Machine learning projects for beginners and at the end we will discuss important Python Data Science Projects. The video covers the following topics.

00:00:00 Introduction to Python For Data Science
00:04:21 Data Science in 5 minutes
00:07:53 What is Python
00:22:59 Introduction to Data Science
00:32:16 How to Learn Data Science Fast
00:41:52 Roadmap to Data Science
00:48:51 Deep Learning
00:55:21 Installation of Python
07:47:21 python programming Basics
08:26:19 Pandas for Data Analysis
09:12:38 Probablity and Statistics
09:21:50 Run Lllama Privately
09:55:53 EDA Using Python
09:57:11 Web Scraping Project in Python
10:10:47 Langchain
10:31:38 LLM Benchmarkeing
10:33:04 ADABoost Algorithm
10:58:35 Confusion Matrix ML
12:37:52 Data Analysis with Python
12:51:11 Top 5 Python Projects

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✅ About Post Graduate Program In Data Science:
This in-depth Data Science program is designed for working professionals, and covers job-critical topics like R, Python programming, Machine Learning techniques, NLP notions, and Data Visualization with Tableau, using an active learning model that includes live sessions from global professionals, practical labs, IBM Hackathons, and corporate ready projects

Key Features
✅ Program completion certificate from Purdue University Online and Simplilearn
✅ Access to Purdue’s alumni association membership on program completion
✅ Core curriculum delivered in live online classes by industry experts
✅ Industry-recognized IBM certificates for IBM courses
✅ Engage in live online masterclasses led by Purdue faculty, staff, and IBM experts
✅ Exclusive hackathons and Ask Me Anything (AMA) sessions by IBM
✅ Gain exposure to ChatGPT, Gemini, Keras, TensorFlow and other prominent tools
✅ Interactive sessions on the latest AI trends, such as GenAI, prompt engineering, LLMs, and more
✅ 3 capstones and 25+ hands-on projects from various industry domains
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Skills Covered
✅ Exploratory Data Analysis
✅ Descriptive Statistics
✅ Inferential Statistics
✅ Model Building and Finetuning
✅ Supervised and Unsupervised Learning
✅ Ensemble Learning
✅ Deep Learning
✅ Data Visualization
✅ Generative AI
✅ Prompt Engineering
✅ ChatGPT
✅ Explainable AI
✅ Machine Learning Algorithms
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Speech Recognition

Learning Path
✅ Program Induction
✅ Programming Refresher
✅ Data Management using SQL
✅ Python for Data Science (IBM)
✅ Applied Data Science with Python
✅ Machine Learning
✅ Deep Learning Specialization

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