Step 1AI Agents & Workflows
AI Foundations
AI basicslarge language modelsprompt engineering techniquescontext handlingtoken limitshallucination handlingAI capabilities and limitations
Module 1 of 293%
Step 2AI Agents & Workflows
Agent Frameworks
LangChain fundamentalsLLM chainingAPI integrationsOpenAI API usagetool callingmemory systemsagent architecture design
Module 2 of 297%
Step 3AI Agents & Workflows
Automation Systems
workflow automationn8n setupZapier automationtriggers and actionswebhook integrationscheduling tasksmulti-step workflows
Module 3 of 2910%
Step 4AI Agents & Workflows
RAG Systems
retrieval augmented generationvector databasesembeddings generationsimilarity searchPinecone usagedocument indexingsemantic search
Module 4 of 2914%
Step 5AI Agents & Workflows
Projects
AI chatbot developmentautomation agent creationcustomer support botworkflow automation systemreal-world business automation project
Module 5 of 2917%
Step 6Data Science & Analytics with AI
Data Analytics Fundamentals
What is Data Analytics?Types of Analytics (DescriptiveDiagnosticPredictivePrescriptive)Role of a Data AnalystAnalytics lifecycleBusiness problem → data solution mappingCase Studies Discussions
Module 6 of 2921%
Step 7Data Science & Analytics with AI
Excel for Data Analysis
Excel basics & formulasData cleaning techniquesPivot tables & chartsLookup functions (VLOOKUPXLOOKUP)Conditional formattingExcel dashboardsHands-on: Sales & HR dataset analysis
Module 7 of 2924%
Step 8Data Science & Analytics with AI
SQL for Data Analysis
Database conceptsSELECTWHEREORDER BYGROUP BYHAVINGJOINs (INNERLEFTRIGHT)Subqueries & CTEsWindow functions (RANKROW_NUMBER)Date & string functionsHands-on: Analyse customer & transaction data
Module 8 of 2928%
Step 9Data Science & Analytics with AI
Statistics for Data Analysts
MeanMedianModeVariance & Standard DeviationProbability basicsCorrelation & regressionSampling & distributionsHypothesis testing (t-testchi-square)Hands-on: Business decision analysis using stats
Module 9 of 2931%
Step 10Data Science & Analytics with AI
Python for Data Analysis
Python basicsNumPy & PandasData cleaning & transformationExploratory Data Analysis (EDA)Data visualization (MatplotlibSeaborn)Hands-on: EDA on real-world datasets
Module 10 of 2934%
Step 11Data Science & Analytics with AI
Data Visualization & BI Tools
Data storytelling principlesKPI & metric designPower BI / Tableau basicsData modelingInteractive dashboardsPerformance optimizationHands-on: Build executive dashboards
Module 11 of 2938%
Step 12Data Science & Analytics with AI
Business Analytics & Domain Knowledge
Finance analytics (RevenueProfitGrowth)Sales & marketing analyticsHR analyticsOperations analyticsKPI design for stakeholdersCase Studies: Real business scenarios
Module 12 of 2941%
Step 13Data Science & Analytics with AI
Capstone Project
End-to-End Project: Business problem understandingData extraction (Excel / SQL)Data cleaning (Python)Analysis & insightsDashboard creationFinal presentationExample Projects: Sales performance dashboardCustomer churn analysisHotel revenue analyticsHR attrition analysis
Module 13 of 2945%
Step 14Data Science & Analytics with AI
AI Concepts for Data Analysts
Introduction to Artificial IntelligenceAI vs Traditional Data AnalyticsBasics of Machine Learning (Conceptual)Supervised vs Unsupervised LearningPredictive Analytics & ForecastingPattern Detection & Anomaly AnalysisAI Use Cases in Business AnalyticsAI Features in BI ToolsInterpreting AI-Driven InsightsEthical & Responsible Use of AI
Module 14 of 2948%
Step 15Digital Marketing with AI
Marketing Basics
digital marketing fundamentalscustomer journeysales funnelsaudience targetingmarket segmentationbranding basics
Module 15 of 2952%
Step 16Digital Marketing with AI
SEO & Content
on-page SEOoff-page SEOkeyword researchAI content generationblog writing strategiessearch engine ranking factors
Module 16 of 2955%
Step 17Digital Marketing with AI
Paid Ads
Google Ads setupMeta Ads campaignsad targetingbidding strategiesA/B testingconversion optimization
Module 17 of 2959%
Step 18Digital Marketing with AI
Social Media
social media strategyInstagram growthreels and shortsYouTube marketingcontent calendarpersonal branding
Module 18 of 2962%
Step 19Digital Marketing with AI
Analytics
Google Analytics setuptracking metricsconversion trackingROI analysiscampaign performance optimizationreporting dashboards
Module 19 of 2966%
Step 20Entrepreneurship
Ideation
startup ideationidea validationmarket researchcustomer discoveryproblem-solution fitbusiness opportunity analysis
Module 20 of 2969%
Step 21Entrepreneurship
Business Models
lean canvas methodologyvalue proposition designrevenue streamscost structurecustomer segmentscompetitive analysis
Module 21 of 2972%
Step 22Entrepreneurship
MVP
minimum viable productprototype developmentuser testingfeedback loopsiteration cyclesfeature prioritization
Module 22 of 2976%
Step 23Entrepreneurship
Growth
go-to-market strategycustomer acquisitiongrowth hackingretention strategiesproduct-market fitscaling operations
Module 23 of 2979%
Step 24Entrepreneurship
Pitching
investor pitchingpitch deck creationstorytelling techniquesfinancial projectionsterm sheetsfundraising strategies
Module 24 of 2983%
Step 25Psychology
Foundations
cognitive psychology basicsbrain functionsperceptionattentionmemory systemshuman behavior fundamentals
Module 25 of 2986%
Step 26Psychology
Behavior
learning theoriesmemory formationbehavioral conditioningmotivationhabit formationbehavioral change
Module 26 of 2990%
Step 27Psychology
Social Psychology
social influencegroup dynamicsattitude formationpersuasion techniquesstereotypessocial cognition
Module 27 of 2993%
Step 28Psychology
Applied Psychology
decision makingcognitive biasesconsumer behaviorworkplace psychologystress managementmental models
Module 28 of 2997%
Step 29Psychology
Emotional Intelligence
emotional awarenessempathy developmentrelationship managementcommunication skillsconflict resolutionself-regulation
Module 29 of 29100%