AI for Data Analytics
12 hours
A 12-hour generative AI course from Noble Desktop, taught live in New York or online.
SimpliLearn1 lesson
š„Micrososft Azure - Data Analyst Course - https://www.simplilearn.com/data-analyst-certification-course?utm_campaign=mNd4Wp0cJJs&utm_medium=DescriptionFF&utm_source=Youtube š„IIT Kanpur - Professional Certificate Course in AI-Powered Data Analytics - https://www.simplilearn.com/iitk-professional-certificate-course-data-analytics?utm_campaign=mNd4Wp0cJJs&utm_medium=DescriptionFF&utm_source=Youtube š„IITM Pravartak - Professional Certificate Program in AI-Powered Data Analytics - https://www.simplilearn.com/iitm-ai-data-analytics-program?utm_campaign=mNd4Wp0cJJs&utm_medium=DescriptionFF&utm_source=Youtube š„Microsoft Azure - Data Scientist - https://www.simplilearn.com/data-analyst-certification-course?utm_campaign=mNd4Wp0cJJs&utm_medium=DescriptionFF&utm_source=Youtube š„Applied Data Science with Python - https://www.simplilearn.com/big-data-and-analytics/python-for-data-science-training?utm_campaign=mNd4Wp0cJJs&utm_medium=DescriptionFF&utm_source=Youtube
This video on Data Analytics With AI Full Course 2026 by Simplilearn will help you learn how artificial intelligence is transforming modern data analytics. The course covers data collection, cleaning, visualization, exploratory data analysis, AI-assisted analytics, predictive modeling, and reporting using industry-standard tools and techniques. By the end of this Data Analytics with AI tutorial, you will have a solid understanding of AI-powered analytics workflows and the practical skills needed to analyze data more efficiently and effectively.
Following are the topics covered in the Data Analytics with AI Full Course 2026:
00:00:00 - Introduction To Data Analytics With AI 00:03:30 - How To Use AI In Data Analytics 00:06:51 - What data analytics is and why it is important 00:11:46 - Different types of analytics used in business 00:14:32 - Where AI fits into the analytics workflow? 00:17:45 - AI tools explanation 00:24:39 - problem solving with chatgpt 00:32:30 - Excel with Chatgpt 00:38:55 - Analytics with gemini 00:45:44 - PowerBI's new feature 00:44:47 - Gen AI Powered SQL For Data Analytics 00:47:32 - Database Basics and Analogies 00:55:09 - ACID Properties and OLTP 01:16:35 - Types of Databases 01:39:09 - DBMS, RDBMS, and SQL 01:51:22 - ER Modeling Basics and Keys 02:02:29 - Attributes, Relationships, and Cardinality 02:38:34 - MySQL Workbench First Steps 03:07:13 - Database Commands and SQL Data Types 03:45:48 - Table Syntax and Constraints 04:35:37 - SELECT Queries and Filtering 05:12:13 - SQL Execution Order and GROUP BY 05:41:23 - SQL Functions Overview 06:42:55 - Importing Data and Next Steps 07:02:59 - AI Powered Data Analytics With Excel 07:05:39 - Excel exposure and first quirks 07:10:19 - Excel history and modern capabilities 07:24:21 - Excel size and date facts 07:34:02 - Analytics terminology and roles 07:51:06 - Analytics value evolution 08:04:01 - Sheet shortcuts and expert habits 08:24:45 - Selection shortcuts and navigation 08:38:09 - Excel interface and basic actions 08:58:04 - Business analytics applications 09:29:57 - Formatting and calculation exercise 10:15:41 - Cell referencing practice 10:54:17 - Data cleaning concepts 11:13:04 - Importing data and data types 11:36:13 - Sorting and filtering datasets 12:03:03 - Grouping, text splitting, subtotals 12:36:01 - Text functions for preparation 13:19:31 - Conditional formatting workflows 14:29:33 - Logical functions In Excel 14:50:16 - Power BI With AI 14:53:12 - Business intelligence overview 14:56:32 - BI components and reporting 15:09:18 - Data analysis workflow basics 15:23:58 - Analytics types explained 15:32:21 - Industry examples for analytics 15:35:59 - Power BI platform overview 15:57:16 - Importing data in Power BI 16:19:13 - Merge and append transformations 16:53:35 - Data modeling fundamentals 17:21:40 - Calculated columns example 17:28:57 - Connecting different data sources 18:08:20 - Power BI interface and settings 18:39:09 - Data models and storage modes 19:14:55 - Power Query data preparation 20:19:48 - Relationships and security 21:10:24 - Visualization principles 21:32:32 - Building a dashboard 22:09:33 - Tableau Projects For Practice With Open-Source Files 22:10:23 - COVID 19 Dashboard Project 23:06:03 - Airline Dashboard 23:10:34 - Space Mission Dashboard
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