AI Powered Data Analytics Mastery - AI Tools And Vibe Coding

[0dayddl]

12.97 GB | 41min 13s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English​

Files Included :

Spoiler

1 -Introduction.mp4 (34.73 MB)
1 -What do Data Analysts Do.mp4 (38.11 MB)
2 -Storytelling Example.mp4 (154.04 MB)
3 -Importance of Data Analytics in Business.mp4 (35.23 MB)
4 -Overview of Tools used for Data Analysis.mp4 (31.24 MB)
5 -The Data Analysis Process.mp4 (30.57 MB)
6 -Gen AI & Data Analysis.mp4 (60.22 MB)
1 -Let's get started.mp4 (33.41 MB)
2 -What is Gen AI.mp4 (72.77 MB)
3 -Gen AI in Layman's Term.mp4 (91.92 MB)
4 -Gen AI Tools.mp4 (121.47 MB)
5 -Basics of NLP.mp4 (60 MB)
6 -NLP Applications.mp4 (34.71 MB)
7 -Tokenization.mp4 (92.26 MB)
8 -Stop Words.mp4 (18.08 MB)
9 -Bag of Words.mp4 (92.25 MB)
10 -PoS Tagging.mp4 (9.94 MB)
11 -n Grams.mp4 (30.9 MB)
12 -Evolution of LLMs.mp4 (90.75 MB)
13 -LLM Basics Concepts.mp4 (51.13 MB)
14 -Prompt Engineering Basics.mp4 (141.08 MB)
15 -Demo of xAI's Grok.mp4 (153.96 MB)
1 -Key Principles of Prompt Engineering.mp4 (43.83 MB)
2 -Common Pitfalls & How to Avoid them.mp4 (17.04 MB)
3 -Zero Shot Prompting.mp4 (38.5 MB)
4 -Few Shot Prompting.mp4 (44.81 MB)
5 -Chain of Thoughts.mp4 (56.43 MB)
6 -Instruction Prompting.mp4 (23.24 MB)
7 -Role Based Prompting.mp4 (33.86 MB)
8 -Ethical Prompting.mp4 (23.55 MB)
9 -Download & Install Microsoft SQL Server.mp4 (63.05 MB)
10 -Importing Data to Microsoft SQL Server.mp4 (17.21 MB)
11 -Column Definitions.mp4 (36 MB)
12 -Importing Data into Excel sheet from SQL Server using Chat GPT.mp4 (47.7 MB)
13 -Data Types & Data Profiling Using instructions from Chat GPT.mp4 (80.3 MB)
14 -Data Transformation Using Chat GPT.mp4 (55.76 MB)
15 -Deciding KPIs, Charts and Slicers using Chat GPT.mp4 (22.65 MB)
16 -Formatting the Bar Chart Using Instructions from Chat GPT.mp4 (44.24 MB)
17 -Creating & Formatting the Column Chart.mp4 (25.29 MB)
18 -Average Benefit Score by Company Size.mp4 (25.5 MB)
19 -Adding a Pie Chart.mp4 (39.18 MB)
20 -Adding & Formatting the Line Chart.mp4 (26.98 MB)
21 -Creating the Dashboard using Chat GPT.mp4 (102.38 MB)
22 -Installing MYSQL Server & MYSQL Workbench.mp4 (51.09 MB)
23 -Importing the Data to MYSQL Workbench.mp4 (17.68 MB)
24 -Importing Data to SQL Server.mp4 (17.58 MB)
25 -Importing Data into Excel from MYSQL DB & SQL Server.mp4 (37.82 MB)
26 -Appending the Data from two sources using GROK.mp4 (65.56 MB)
27 -Column Definitions.mp4 (45.48 MB)
28 -Recommended KPIs & Charts by GROK.mp4 (21.5 MB)
29 -Data Profiling using GROK.mp4 (48.29 MB)
30 -Data Transformation using GROK.mp4 (59.34 MB)
31 -Creating & Formatting the Bar Chart.mp4 (25.4 MB)
32 -Creating & Formatting the Pie Chart.mp4 (22.19 MB)
33 -Average Impact on Grades by Tool.mp4 (20.5 MB)
34 -Cleaning the data and adding a clustered bar chart.mp4 (55.89 MB)
35 -Adding & Formatting the Radar Chart.mp4 (22.8 MB)
36 -Creating the Dashboard.mp4 (44.89 MB)
37 -Using Perplexity to Analyze Data.mp4 (43.88 MB)
38 -Client Interview Scenario.mp4 (42.54 MB)
1 -Downloading & Installing SQL Server.mp4 (63.01 MB)
2 -Learning SQL Basics with Perplexity.mp4 (69.26 MB)
3 -Correcting SQL Code using Perplexity.mp4 (37.84 MB)
4 -SQL Code Modification from MYSQL DB to SQL Server DB.mp4 (70.7 MB)
5 -Generating Generic Queries to analyze smartphones data.mp4 (100.35 MB)
6 -Writing Queries to solve specific problems.mp4 (70.87 MB)
7 -Resolving Specific Data Cleaning Issue.mp4 (33 MB)
8 -SQL Scenario Question.mp4 (116.87 MB)
9 -Understanding Window functions with Perplexity.mp4 (62.63 MB)
10 -Understanding SQL Joins with Perplexity.mp4 (66.8 MB)
11 -Understanding the Date Functions for MYSQL DB & SQL Server.mp4 (37.26 MB)
12 -Understanding the text Functions.mp4 (42.18 MB)
13 -Number Functions.mp4 (25.21 MB)
14 -Creating Stored Procedure using Perplexity.mp4 (89.19 MB)
15 -Answering Question Using SQL Queries & Perplexity.mp4 (82.55 MB)
16 -SQL Scenario Question to Append Tables.mp4 (82.37 MB)
1 -Installing Python with Anaconda.mp4 (91.87 MB)
2 -Basic Python Programs using Perplexity.mp4 (60.3 MB)
3 -Understanding DataFrame & Series using perplexity.mp4 (31.16 MB)
4 -Understanding Joins with perplexity.mp4 (39.29 MB)
5 -Append & remove duplicates.mp4 (50.4 MB)
6 -Data Understanding with Perplexity.mp4 (55.12 MB)
7 -Answering Data Related Questions using Perplexity.mp4 (59.01 MB)
8 -Data Profiling Using Perplexity.mp4 (100.04 MB)
9 -Data Cleaning Using Perplexity.mp4 (109.59 MB)
10 -Data Visualization Using Perplexity.mp4 (54.44 MB)
11 -Mini Python Insurance Data Analysis Project with Perplexity.mp4 (96.6 MB)
12 -Mini Python Project Banking Data Analysis with Perplexity.mp4 (88.45 MB)
13 -Rectifying Incorrect Python Script.mp4 (28.69 MB)
1 -Download & Install Power BI Desktop.mp4 (47.7 MB)
2 -Creating Free Power BI Account.mp4 (56.09 MB)
3 -Importing Diamonds Data to SQL Server.mp4 (25.64 MB)
4 -Column Definition & KPI Suggestion using Perplexity.mp4 (43.35 MB)
5 -Importing Data From SQL Server to Power BI Desktop.mp4 (34.62 MB)
6 -Data Preparation Using Perplexity.mp4 (56.57 MB)
7 -Adding the Card Visual to represent Average Carat.mp4 (27.73 MB)
8 -Adding Column Chart to show Cut Grades by Color.mp4 (35.3 MB)
9 -Adding the Card Visual to Show Average Depth Percentage.mp4 (12.19 MB)
10 -Creating & Formatting the Scatter Plot.mp4 (27.44 MB)
11 -Insights & Recommendations Using Perplexity.mp4 (30.74 MB)
12 -Adding Card Visual to represent Average Price.mp4 (15.51 MB)
13 -Creating & Formatting the Heat Map.mp4 (49.41 MB)
14 -Adding & Formatting the Bar Chart to show Average Price by Clarity.mp4 (24.04 MB)
15 -Adding & Formatting the Histogram.mp4 (52 MB)
16 -Adding & Formatting the Table Visual.mp4 (37.9 MB)
17 -Publishing the Report to Power BI Service.mp4 (22.37 MB)
18 -Creating Banking Dataset Using Perplexity.mp4 (107.56 MB)
19 -Removing Inconsistencies from Date Column using SQL & Perplexity.mp4 (68.81 MB)
20 -Combining Data From Three Tables Using SQL Joins.mp4 (48.14 MB)
21 -Importing Data into Power BI Desktop.mp4 (38.03 MB)
22 -KPI, Chart and DAX recommendation using Perplexity.mp4 (54.11 MB)
23 -Data Cleaning.mp4 (91.99 MB)
24 -Cleaning Other Date Columns.mp4 (29.19 MB)
25 -Number of Transactions by Type.mp4 (48.9 MB)
26 -Transaction Amount By Month.mp4 (38.91 MB)
27 -Top 2 Customers by Transaction Amount.mp4 (71.35 MB)
28 -Total Balance by Account Type.mp4 (32.24 MB)
29 -Inactive Accounts by Year & Month.mp4 (33.04 MB)
30 -Customer Count by Gender.mp4 (30.11 MB)
31 -Number of Customers by Age Group.mp4 (34.01 MB)
32 -Adding & Formatting the Tree Map.mp4 (26.84 MB)
33 -Adding Remaining Charts.mp4 (42.01 MB)
34 -Publishing the Report to Power BI Service.mp4 (15.79 MB)
1 -DAX Lecture 1.mp4 (172.32 MB)
2 -DAX Lecture 2.mp4 (145.43 MB)
3 -DAX Lecture 3.mp4 (246.93 MB)
4 -DAX Lecture 4.mp4 (75.84 MB)
5 -DAX Lecture 5.mp4 (85.14 MB)
6 -DAX Lecture 6.mp4 (126.9 MB)
7 -Learning DAX with AI Tools.mp4 (55.1 MB)
1 -Basics of Microsoft Fabric.mp4 (103.87 MB)
2 -Creating Organization Account.mp4 (40.96 MB)
3 -Creating Workspace in Fabric.mp4 (51.93 MB)
4 -Getting Started with Lakehouse.mp4 (119.8 MB)
5 -Lakehouse Architecture.mp4 (31.5 MB)
6 -Lakehouse Practicals.mp4 (116 MB)
7 -SQL DB Integration.mp4 (94.2 MB)
8 -Fabric Dataflows Integration.mp4 (131.7 MB)
9 -Introduction to KQL (Kusto Query Language).mp4 (66.03 MB)
10 -More about KQL (Kusto Query Language).mp4 (56.03 MB)
11 -KQL Practicals #1.mp4 (166.51 MB)
12 -KQL Practicals #2.mp4 (84.12 MB)
13 -KQL Practicals #3.mp4 (22.09 MB)
14 -KQL Practicals #4.mp4 (32.01 MB)
15 -KQL Practicals #5.mp4 (130.86 MB)
16 -KQL Integration with Microsoft Power BI.mp4 (71.01 MB)
1 -Enable Copilot on Fabric - Part 1.mp4 (130.42 MB)
2 -Enable Copilot on Fabric - Part 2.mp4 (52.67 MB)
3 -Use Cases of Copilot with Power BI.mp4 (30.75 MB)
4 -Feature 1.mp4 (40.78 MB)
5 -Feature 2.mp4 (58.06 MB)
6 -Feature 3.mp4 (32.67 MB)
7 -Feature 4.mp4 (21.26 MB)
8 -Feature 5.mp4 (35.4 MB)
9 -Feature 6.mp4 (22.47 MB)
10 -Feature 7.mp4 (65.58 MB)
11 -AI Automated Report with Copilot (Project).mp4 (217.17 MB)
1 -Introduction.mp4 (20.69 MB)
2 -Overview of Julius ai.mp4 (103.86 MB)
3 -Data Cleaning on Julius ai.mp4 (52.6 MB)
4 -Overview of Eraser io.mp4 (80.29 MB)
5 -Introduction to n8n io.mp4 (31.63 MB)
6 -n8n Templates.mp4 (14.5 MB)
7 -n8n Tool Demo.mp4 (48.76 MB)
8 -Project Overview - Student Engagement Dashboard (using n8n).mp4 (66.31 MB)
9 -Workflow Overview - Student Engagement Dashboard (using n8n).mp4 (223.06 MB)
10 -End to End - Student Engagement Dashboard (using n8n).mp4 (342.79 MB)
1 -SQL Interview Questions Set 1.mp4 (60.03 MB)
2 -SQL Interview Questions Set 2.mp4 (30.73 MB)
3 -SQL Interview Questions Set 3.mp4 (60.34 MB)
4 -SQL Interview Questions Set 4.mp4 (40.91 MB)
5 -SQL Interview Questions Set 5.mp4 (24.97 MB)
6 -Python Interview Prep Set 1.mp4 (44.56 MB)
7 -Python Interview Prep Set 2.mp4 (42.23 MB)
8 -Python Interview Prep Set 3.mp4 (85.06 MB)
9 -Python Interview Prep Set 4.mp4 (41.07 MB)
10 -Python Interview Prep Set 5.mp4 (35.55 MB)
1 -Introduction to Predictive Analytics.mp4 (46.27 MB)
2 -Predictive Analytics Process.mp4 (107.97 MB)
3 -How model works.mp4 (35.21 MB)
4 -Why Predictive Analytics.mp4 (16.38 MB)
5 -Applications of Predictive Analytics.mp4 (17.31 MB)
6 -What is Machine Learning.mp4 (42.46 MB)
7 -Types of Machine Learning.mp4 (104.94 MB)
8 -Classification.mp4 (41.23 MB)
9 -K-Nearest Neighbors.mp4 (80.8 MB)
10 -K-Nearest Neighbors - Example.mp4 (78 MB)
11 -Classification - Practicals (Coding).mp4 (100.58 MB)
12 -K-Nearest Neighbors - Practicals (Coding).mp4 (115.46 MB)
13 -K-Nearest Neighbors - Practicals (Vibe Coding).mp4 (226.82 MB)
14 -Decision Trees.mp4 (112.47 MB)
15 -Decision Trees - Practicals (Coding).mp4 (66.55 MB)
16 -Decision Trees - Practicals (Vibe Coding).mp4 (38.66 MB)
17 -Random Forest.mp4 (40.95 MB)
18 -Random Forest - Practicals (Coding).mp4 (46.68 MB)
19 -Random Forest - Practicals (Vibe Coding).mp4 (29.55 MB)
20 -Ensemble Techniques - Boosting.mp4 (34.39 MB)
21 -Ensemble Techniques - Boosting Practicals (Coding).mp4 (41.69 MB)
22 -Ensemble Techniques - Boosting Practicals (Vibe Coding).mp4 (45.22 MB)
23 -Regression - Theory.mp4 (37.54 MB)
24 -Regression - Practicals (Coding).mp4 (109.15 MB)
25 -Regression - Practicals (Vibe Coding).mp4 (215.02 MB)
26 -Clustering Algorithms (Non Predictive Analytics) - Theory.mp4 (38.59 MB)
27 -Clustering Algorithms (Non Predictive Analytics) - Practicals (Coding).mp4 (93.38 MB)
28 -Time Series Analysis - Theory.mp4 (26.14 MB)
29 -Time Series Analysis - Practicals (Coding).mp4 (63.09 MB)
30 -Time Series Analysis - Practicals (Vibe Coding).mp4 (151.1 MB)
1 -Inventory Management using CopilotPower BI (Part 1).mp4 (79.72 MB)
2 -Inventory Management using CopilotPower BI (Part 2).mp4 (294.8 MB)

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[0dayddl]

AI Powered Data Analytics Mastery - AI Tools & Vibe Coding
2025-08-19
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English (US) | Size: 14.57 GB | Duration: 31h 22m​

Learn Data Analysis with AI Tools, Vibe Coding, SQL, Python, & Power BI

What you'll learn
Core Data Analytics: Master the data analysis process, storytelling, and business applications using tools like Excel and SQL.
Generative AI Skills: Leverage ChatGPT, Claude, Perplexity, and Grok for data processing and advanced prompt engineering.
SQL & Database Management: Write and optimize SQL queries, use joins, window functions, and integrate AI for data cleaning.
Python & Vibe Coding: Analyze data with Python, using Anaconda, and apply vibe coding for practical data manipulation.
Data Visualization: Create impactful dashboards and charts in Power BI, guided by AI-driven KPI and chart recommendations.
Predictive Analytics & No-Code: Build machine learning models (e.g., K-Nearest Neighbors, Random Forests) and automate workflows with n8n.

Requirements
Basic computer literacy and familiarity with spreadsheets (e.g., Excel).
No AI experience required-suitable for beginners.
Basic Python and SQL knowledge is needed
A willingness to learn and experiment with AI tools and data platforms.

Description
Embark on a transformative journey into data analytics with this comprehensive Udemy course, designed to empower beginners and seasoned professionals alike. "AI-Powered Data Analytics Mastery" combines cutting-edge Generative AI tools, vibe coding, and industry-standard platforms to equip you with the skills to analyze, visualize, and interpret data effectively. Learn to harness AI tools like ChatGPT, Claude, Perplexity, Grok, and n8n, alongside SQL, Python, Power BI, and Microsoft Fabric, through hands-on projects and real-world case studies. From data cleaning to predictive analytics, this course covers it all, ensuring you can create impactful dashboards and derive actionable insights.What You'll LearnData Analytics Fundamentals: Understand the data analysis process, storytelling, and its critical role in business decision-making.Generative AI Integration: Master AI tools like ChatGPT, Claude, Perplexity, and Grok for data processing, prompt engineering, and automation.Vibe Coding & Programming: Dive into Python, SQL, and vibe coding for practical data manipulation and analysis.Data Visualization: Create stunning dashboards and charts using Power BI, guided by AI-driven insights.Predictive Analytics: Explore machine learning techniques like K-Nearest Neighbors, Decision Trees, and Random Forests.No-Code Solutions: Leverage n8n and other no-code platforms for efficient data workflows and automation.Advanced Techniques: Learn advanced prompt engineering, SQL joins, window functions, and DAX for robust analytics.Course HighlightsHands-On Projects: Build real-world projects, including inventory management and student engagement dashboards, using AI tools and Power BI.Case Studies: Apply AI tools like Grok, ChatGPT, and Perplexity to practical scenarios, such as data transformation and KPI selection.Comprehensive Toolset: Gain proficiency in SQL Server, MySQL, Python (via Anaconda), Power BI, and Microsoft Fabric.Interview Preparation: Tackle SQL and Python interview questions with confidence, supported by AI-driven insights.No-Code Innovation: Explore no-code data analysis with n8n, Julius, and Eraser for streamlined workflows.Who This Course Is ForAspiring data analysts seeking to break into the field with AI-enhanced skills.Professionals looking to integrate Generative AI into their data analytics workflows.Business analysts aiming to create compelling visualizations and dashboards.Developers interested in vibe coding and no-code solutions for data analysis.Anyone passionate about leveraging AI for predictive analytics and data-driven decisions.Why Enroll?This course bridges traditional data analytics with the power of Generative AI, offering a unique blend of technical skills and innovative tools. With over 200 lectures, quizzes, and practical projects, you'll gain hands-on experience and the confidence to tackle complex data challenges. Whether you're cleaning datasets with Perplexity, building dashboards with Power BI, or automating workflows with n8n, this course prepares you to excel in the evolving world of AI-driven data analytics.PrerequisitesBasic computer literacy and familiarity with spreadsheets (e.g., Excel).No prior coding or AI experience required-suitable for beginners!A willingness to learn and experiment with AI tools and data platforms.Join now to master data analytics with the power of AI and vibe coding, and take your career to the next level!

Who this course is for:
Aspiring data analysts eager to break into the field with AI-enhanced skills., Professionals seeking to integrate Generative AI tools like ChatGPT, Claude, Perplexity, and Grok into data analytics workflows., Business analysts aiming to create compelling visualizations and dashboards using Power BI., Developers interested in vibe coding and no-code solutions like n8n for efficient data analysis., Anyone passionate about mastering predictive analytics and AI-driven data insights.

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