This video on Python for Data Analytics Full Course by simplilearn helps you to master Python Programming Language. This Python Programming Full Course starts with an Introduction to Python and What is Python, followed by a Python Programming for Beginners section. It covers key libraries like Numpy and Pandas for Data Analysis, along with setup guidance in How to Install Jupyter Notebook and creating your First Python Program. Advanced topics include a Deep Learning Tutorial with Python, Web Scraping Project, and a LangChain Tutorial. The course delves into LLM Benchmarking, ADABoost Algorithm, and Confusion Matrix in Machine Learning, concluding with Top 5 Python Projects to Enhance Your Resume.
Following are the topics covered in the Python Programming Full Course by simplilearn
00:00:00 Introduction to Python Programming Full Course 00:03:32 What is Python 00:18:38 Python Programming For Beginners 00:25:37 Deep Learning Tutorial with python 00:31:25 Numpy and pandas tutorial 00:37:55 How to Install Jupyter Notebook 08:55:22 First python program 09:34:20 Pandas for Data Analysis 09:43:32 How to Run Lllama Privately 09:44:50 Web Scraping Project in Python 09:58:26 Langchain Tutorial 10:19:17 LLM Benchmarking Tutorial 10:20:43 ADABoost Algorithm Tutorial 10:46:14 Confusion Matrix in Machine Learning 10:59:33 Top 5 Python Projects For Resume
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This Data Analytics Certification Course is ideal for all working professionals and prior programming knowledge is not required. It covers topics like data analysis, data visualization, regression techniques, and supervised learning in-depth via our applied learning model with live sessions by leading practitioners and industry projects.
Key Features ✅ Post Graduate Program certificate and Alumni Association membership ✅ Exclusive hackathons and Ask me Anything sessions by IBM ✅ Live sessions on the latest AI trends, such as generative AI, prompt engineering, explainable AI, and more ✅ Capstone from 3 domains and 14+ Data Analytics Projects with Industry datasets from Google PlayStore, Lyft, World Bank etc. ✅ Master Classes delivered by Purdue faculty and IBM experts ✅ Simplilearn's JobAssist helps you get noticed by top hiring companies ✅ Build your Resume and highlight your profile to recruiters with the spotlight on IIM jobs
Skills Covered ✅ Data Analytics ✅ Statistical Analysis using Excel ✅ Data Analysis Python and R ✅ Data Visualization Tableau and Power BI ✅ Linear and logistic regression modules ✅ Clustering using kmeans ✅ Supervised Learning
