Nuhu Abubakar @AbsediqN

SQL vs Spreadsheet — Every Data Analyst Needs Both.Use SQL for: • Large datasets • Joins & aggregations • Scalable queriesUse Spreadsheets (e.g., Excel) for: • Quick analysis • Ad-hoc reports • Clear presentationSQL gets the data right. Spreadsheets tell the story. #Data

Workflow automation in data analytics = time saved + fewer errors. Automate: • data cleaning • report refreshes • alerts on system updates Less repetition. More insight. #DataAnalytics #Automation #Productivity #LearnWithSediq #DataMallam

Most bad insights don’t come from bad tools. They come from dirty data. Common mistakes: • spelling errors • missing values • misfielded columns • no backups • cleaning only part of the data Clean first. Analyze second. #DataAnalytics #DataCleaning #LearnWithSediq

Just passed the Microsoft PL-300 Power BI Certification 🎉 6 months of learning, practice, and growth. Huge thanks to 3MTT, Microsoft, Tecknowledge, Dr. Folarin, and my amazing cohort for the support. On to bigger data projects 🚀 #PL300 #PowerBI #DataAnalytics

Data cleaning is like brushing your teeth. Skip it → problems later. Dirty data = wrong insights, bad decisions, wasted money. Clean first. Analyze second. #DataAnalytics #DataQuality #DataCleaning #DataMallam #LearnWithSediq

GET DATA first. Before analysis, calculate your sample size. Confidence level + margin of error + population + response rate = reliable insights. Bad sampling = bad decisions. #DataAnalytics #Statistics #GetData #LearnWithSediq #DataMallam

They put me on a waitlist in 2023. I put myself to work. 📈 To anyone transitioning into Data Analysis: Don’t wait for a "Yes" to start learning. I spent my wait-time self-teaching, and it paid off—granting me access to the #3MTTDeepTechReady, skipping the basics entirely.

One thing the Google Data Analytics Certificate reinforced for me is: Data integrity > fancy dashboards. If the data isn’t accurate, complete, and consistent, your insights are wrong. Clean first. Analyze 2nd. #DataAnalytics #DataQuality #DataIntegrity #DataMallam

Data tells you what. Metadata tells you what it means. No metadata = confusion Good metadata = clarity, trust, better decisions Column names, sources, formats, timestamps — that’s what makes analytics work. Don’t just collect data. Document it. #DataAnalytics #Metadata

📊 What is a data strategy? It’s a simple plan for how a business collects and uses data to make better decisions. No strategy = guessing ❌ Clear strategy = confidence ✅ Example: Track sales → review trends → restock smart → make more profit. #DataStrategy #DataAnalytics

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ost data analysis fails not because of tool but because the goal is unclear. Use SMART goals 👇 • Specific • Measurable • Achievable • Relevant • Time-bound ❌ Analyze sales ✅ Identify sales growth opportunity by Q3 📊 Data without direction is just noise. #DataAnalytics

@Cupra0x What position?

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@tohire_ng Data Analysis

Not all data is “good” data. Before you analyze, run the ROCCC check 👇 🔹 Reliable 🔹 Original 🔹 Comprehensive 🔹 Current 🔹 Cited If your dataset doesn’t meet these, your insights are at risk. Strong decisions start with data that ROCCCs. #DataAnalytics #DataQality

Struggle to keep up with all the most powerful AI tools? Well here is a comprehensive overview: Sections: 1: AI Tools 2: AI Automations & AI Agents 3: VibeCoding The Full Mindmap down below 🧵 ⬇️ TIMESTAMPS A INTRO 00:00 Introduction B CHAT TOOLS 01:50 ChatTools 01:50 Getting Started with Chat AI Tools 02:27 Exploring Chat GPT's Capabilities 04:11 Creating Custom ChatGPT Projects 07:54 Creating Files (PDF) ChatGPT Projects 11:44 Upload image and Search the web on ChatGPT 15:14 Looking at Google Gemini AI Chat Tool 16:36 Perplexity is another great tool 18:10 This AI Chat Model Can Analyze Videos (Most underrated AI use cases @OfficialLoganK you guys need to hype this up more) 20:16 Recapping Chat Tools C CREATIVE TOOLS 21:05 Introduction to AI Image Models 22:19 Using Chat GPT-4o for Image Editing 22:30 Using gpt4o images for Business: Repaint Houses 26:36 Edit Parts of an image gpt4o 27:55 Midjourney 28:23 Midjourney is better for exploration 31:25 Midjourney Editor is fun to use D: CREATING VIDEOS 36:29 Image to Video with Kling and Runway 38:52 Gen4 Turbo 41:22 Kling is Superior 42:00 gpt4o Ghibli Image + Video + Sound 44:58 Ghibli time 49:15 ElevenLabs Sound Effect for pressing button 50:00 Generating Voice for Voice Over 51:04 Getting Music 52:07 Video Editing These together 53:47 Finished the Video - Final Results 55:02 Video Tool Recap 56:27 AI Avatars with Heygen 57:42 Example of good avatar content ROWAN CHUNG 58:43 Pause and Reflect before Automations 59:14 Recap of section 1 E: VIBE FLOWS (AUTOMATIONS AND AGENTS) 59:34 (add here - explanation of workflow automation) 59:34 Zapier Automation 01:04:24 Adding Step in Automation 01:09:45 Stacks, Automations, NOW AGENTS 01:10:29 Deep Research Agent 01:13:11 What is Manus? Let's ask Claude to Diagram it 01:16:25 Prompting Manus 01:18:20 The Future of Agents will look like Online Poker in 2010 01:19:15 WHAT DO WE DO WHEN AGENTS ARE WORKING? 01:19:56 Greg's Theory of "Vibe Marketing" 01:20:44 Manus and Deep Research are done Agenting, let's see what they did 01:23:32 Ok Lets Reflect and Move to VIBE CODING F: VIBE CODING 01:25:35 VIBE CODING! 01:25:48 Landing Page with Sound, Images, and Video on v0 01:29:07 Generating Video for v0 site 01:31:31 Adding Video and AUDIO to v0 site (ElevenLabs) 01:33:36 Using API's in your Vibe Code Apps (Power Ups) 01:35:26 What makes the best App Idea 01:37:41 Build a simple app with an API with Cursor 01:42:57 Diagraming how the API key works in the Bill Splitter 01:43:25 Structured vs Unstructured text to text API's 01:44:41 Building a mobile app using built in API's from your phone 01:47:31 Creating native share features on ios app 01:49:21 What we talked about in this video (Where to Find the MindMap) Tools mentioned: 1:ChatGPT, Google Gemini, Anthropic Claude, Perplexity, Grok, GPT‑4o Images / DALL·E 3, MidJourney, Cling 2.0, Krea AI, Runway Gen‑4, Google Veo, Luma Labs, Pika Labs, Heygen, Suno, ElevenLabs 2: Zapier,n8n, Manus, Deep Research, Canva, CapCut, Premiere Pro 3: Cursor, V0, OpenAI API, Replicate, Vercel, Replit, Firebase, Supabase, Claude 3, DeepSeek, Grok, Llama

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@piyascode9 Agent

@KameshTurkar2 FK