मधूषाब्लॉग्स

tag:blogger.com,1999:blog-331977333533137262Wed, 08 Jul 2026 06:26:35 +0000Python TutorialsC Programming TutorialData Sciencedata analytics using Power BIप्रेरणादायी लेखOracleSQLप्रेरणादायीBBA(CA). C++ NotesData Analytics using PythonMachine LearningAIMBA CETMCA CETBCABCSMCAdata analysisData SecurityDeep Learningartificial intelligenceNLPपारंपरिक सण उत्सवMLकोरोना आणि घडलेले बदलब्लॉग आणि ब्लॉगिंगशिक्षक दिनशब्द माझे सोबतीManagementProjectशैक्षणिकC Programming NotesC plusC++Data Analytics Using TableauEkankikaIT UpdatesNested if else Statement in C LanguagePythondata visualizationjagtik mahila dinmarathi articlesresearchwomens dayआभार प्रदर्शनगुरू पौर्णिमामधूषाब्लॉग्सवाचनातून प्रेरणाhttps://madhushablogs.blogspot.com/noreply@blogger.com (Dr.Manisha More)Blogger449125en-usnoवाचनातून प्रेरणाnoreply@blogger.comtag:blogger.com,1999:blog-331977333533137262.post-4668217287036487047Wed, 08 Jul 2026 04:37:43 +00002026-07-08T11:14:37.331+05:30AIartificial intelligenceData ScienceDeep LearningMachine LearningNLPBreast Cancer Prediction Using ANNBreast Cancer Prediction using Artificial Neural Network (ANN)Breast Cancer Prediction : Download Dataset Problem Statement Breast cancer is one of the most common cancers among women worldwide. Early and accurate diagnosis is essential for timely treatment and improved survival rates. The Breast Cancer Wisconsin Dataset contains various medical features extracted from cell nuclei of https://madhushablogs.blogspot.com/2026/07/Breast-Cancer-Prediction-Using-ANN.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-4386733479353616940Thu, 02 Jul 2026 08:55:04 +00002026-07-08T11:56:35.114+05:30AIartificial intelligenceData ScienceDeep LearningMachine LearningHotel Booking Prediction Using ANN Hotel Booking Prediction Using ANNDownload Dataset: Hotel Booking DatasetGo Through Jupyter NotebookProblem Statement The hospitality industry faces significant financial losses due to hotel booking cancellations. By analyzing historical booking data such as booking lead time, customer type, room type, meal plan, market segment, and previous cancellations, an Artificial Neural Network (ANN)https://madhushablogs.blogspot.com/2026/07/Hotel-Booking-Prediction-Using-ANN.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-7830558151506578123Tue, 30 Jun 2026 05:44:23 +00002026-07-01T10:30:47.705+05:30AIartificial intelligenceData ScienceDeep LearningMachine LearningMLIntroduction to Deep Learning Introduction to Deep Learning1. Introduction Question 1How does your phone recognize your face?Question 2How does ChatGPT answer your questions?Question 3How does YouTube know which video you will watch next?Question 4How does Google Lens identify objects?All these applications are powered by Deep Learning, one of the most influential technologies in Artificial Intelligence today.2. https://madhushablogs.blogspot.com/2026/06/Introduction-to-Deep-Learning.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-5086269036806902120Mon, 29 Jun 2026 03:55:04 +00002026-06-29T09:25:04.272+05:30AIartificial intelligenceData ScienceDeep LearningMachine LearningMLNLPClassical AI VS Modern AIIntroduction to Artificial Intelligence1. What is Intelligence?DefinitionIntelligence is the ability to acquire knowledge, learn from experience, reason logically, solve problems, make decisions, and adapt to new situations.Characteristics of IntelligenceLearning from experienceReasoning and logical thinkingProblem-solvingDecision makingMemory and knowledge retentionPattern https://madhushablogs.blogspot.com/2026/06/Classical-AI-VS-Modern-AI.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-3207319991600818743Sat, 27 Jun 2026 04:23:50 +00002026-06-27T11:37:03.937+05:30artificial intelligencedata analysisData ScienceDeep LearningMLHotel Booking Prediction Using ML and DL Hotel Booking Prediction Using ML and DLDataset Description Dataset Name: Hotel Booking Demand Dataset Description: The Hotel Booking Demand Dataset contains booking information for City Hotels and Resort Hotels. It includes customer demographics, booking details, stay duration, reservation information, and hotel-related attributes. The dataset is widely used for hotel booking cancellation https://madhushablogs.blogspot.com/2026/06/Hotel-Booking-Prediction-Using-ML-and-DL.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-3233096223326461547Tue, 23 Jun 2026 06:07:38 +00002026-06-24T10:24:52.198+05:30AIDeep LearningMachine LearningMLNLPIntroduction to Artificial Intelligence, ML, DL and NLP Introduction to Artificial Intelligence, Machine Learning, Deep Learning and Natural Language Processing1. Ice Breaker How many of you use ChatGPT?How does Instagram recommend reels?How does Google Maps predict traffic?How does Face Unlock work?How does Alexa understand your voice?All these technologies are powered by Artificial Intelligence, Machine Learning, Deep Learning and Naturalhttps://madhushablogs.blogspot.com/2026/06/Introduction-to-Artificial-Intelligence-ML-DL-and-NLP.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-1973023385547462552Thu, 18 Jun 2026 09:00:54 +00002026-06-22T09:46:14.860+05:30Student Performance Prediction Student Performance Prediction - Download DatasetUse My Notebook                             Accuracy Accuracy=TP+TNTP+TN+FP+FNAccuracy = \frac{TP + TN}{TP + TN + FP + FN}Accuracy=TP+TN+FP+FNTP+TN Meaning Percentage of correctly classified instances.Precision Precision=TPTP+FPPrecision = \frac{TP}{TP + FP}https://madhushablogs.blogspot.com/2026/06/Student-Performance-Prediction.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-5495729767336959793Thu, 02 Apr 2026 05:01:00 +00002026-04-02T10:52:10.696+05:30AIData ScienceMachine LearningRecurrent Neural Network (RNN) Introduction to Recurrent Neural Network  RNN   A Recurrent Neural Network (RNN) is a type of deep learning model designed to handle sequential data. Unlike traditional neural networks, RNNs have memory, meaning they can use information from previous inputs to influence the current output. RNN processes data step-by-step (time sequence) and remembers previous informationhttps://madhushablogs.blogspot.com/2026/04/Introduction-to-Recurrent-Neural-Network-RNN.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-7602694775560328498Mon, 23 Mar 2026 09:19:00 +00002026-03-23T14:49:50.426+05:30artificial intelligenceData ScienceMachine LearningNLPQuestion Bank - Fundamentals of Machine Learning and NLP Question Bank - Fundamentals of Machine Learning and NLPUnit 1: Introduction to Machine Learning A company is analyzing customer data to generate insights, build intelligent systems, and automate predictions. Explain how Data Science (data analysis), AI (intelligence), ML (learning from data), and DL (neural networks) are related in this scenario. A business https://madhushablogs.blogspot.com/2026/03/Question-Bank-Fundamentals-of-Machine-Learning-and-NLP.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-73105186087021088Tue, 10 Mar 2026 06:16:00 +00002026-03-10T11:46:08.303+05:30data analysisdata analytics using Power BIData Sciencedata visualizationExtracting Date Components in Power BI Using DAX  Extracting Date Components in Power BI Using DAX (Year, Month, Quarter, Day, and Weekday) Introduction:  In Power BI Desktop, datasets often contain a Date column that stores complete date information. However, for proper analysis and dashboard creation, analysts usually need separate components of the date such as Year, Month, Quarter, Day, Day Name, Month Name, and Weekday. Power BI https://madhushablogs.blogspot.com/2026/03/Extracting-Date-Components-in-Power-BI-Using-DAX .htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-3985313338508854381Sun, 08 Mar 2026 09:23:00 +00002026-03-08T14:54:51.186+05:30jagtik mahila dinmarathi articleswomens dayप्रेरणादायीप्रेरणादायी लेखती जन्म आणि सृजनती… ती जन्म घेते… आणि नव्या जीवाला जन्म देण्याचं सौभाग्यही तिचंच…ती सावरते, आणि तीच सगळं आवरते, घराला आकारही तीच देते.ती एक… पण तिच्या भूमिका अनेक.कधी आई बनून मायेची सावली देते,कधी मुलगी बनून घराला आनंद देते.कधी पत्नी बनून आयुष्यभर साथ देते, तर कधी बहीण बनून नात्यांना आधार देते.ती प्रत्येक भूमिकेत वेगळी जबाबदारी सांभाळते,प्रत्येक भूमिकेत वेगळ्या अपेक्षा पूर्ण करते…तरीही https://madhushablogs.blogspot.com/2026/03/ti-janm-aani-srujan.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-3771006532447038948Fri, 06 Mar 2026 04:40:00 +00002026-03-26T10:34:07.276+05:30AIData ScienceMachine LearningNLPIntroduction to Natural Language Processing (NLP) Introduction to Natural Language Processing (NLP)Introduction Natural Language Processing, commonly called NLP, is a branch of Artificial Intelligence (AI), Machine Learning (ML), and Linguistics that helps computers understand, interpret, process, and generate human language. Human beings communicate through text and speech, but computers naturally understand only numbers and structured https://madhushablogs.blogspot.com/2026/03/Introduction-to-Natural-Language-Processing-NLP.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-568349369367168001Tue, 03 Mar 2026 16:00:00 +00002026-03-05T10:47:59.566+05:30AIData ScienceMachine LearningAssociation Rule Mining In Machine Learning Association Rule Mining In Machine Learning 1) Introduction Association Rule Mining is a data-mining technique used to discover relationships between items in large datasets. It answers questions like: “If a customer buys A, what else do they usually buy?” “Which services are commonly used together?” “What combinations of events happen frequently?” It is most famous https://madhushablogs.blogspot.com/2026/03/Association-Rule-Mining-In-Machine-Learning.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-4025562541035607664Mon, 02 Mar 2026 05:40:00 +00002026-03-02T11:10:05.218+05:30AIData ScienceMachine LearningDBSCAN Algorithm of Unsupervised Machine Learning DBSCAN Algorithm of Unsupervised Machine Learning 1️. Introduction to DBSCAN DBSCAN stands for Density-Based Spatial Clustering of Applications with Noise. It is an unsupervised machine learning clustering algorithm used to group data points based on density (i.e., how closely packed data points are within a specific region) rather than distance from a centroid (like K-Means). DBSCAN ishttps://madhushablogs.blogspot.com/2026/03/DBSCAN-Algorithm-of-Unsupervised-Machine-Learning.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-4077893622946069649Thu, 26 Feb 2026 17:25:00 +00002026-02-26T22:59:02.695+05:30AIData ScienceMachine LearningIntroduction to Hierarchical Clustering Introduction to Hierarchical Clustering 🔹 Definition Hierarchical Clustering is an unsupervised machine learning technique used to group similar data points into clusters by building a tree-like structure called a dendrogram. 🔹 Key Idea Instead of fixing the number of clusters in advance, hierarchical clustering: Creates clusters step-by-step Shows how clusters merge or https://madhushablogs.blogspot.com/2026/02/Introduction-to-Hierarchical-Clustering.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-6347692757275801031Tue, 24 Feb 2026 16:17:00 +00002026-03-05T13:55:29.580+05:30AIData ScienceMachine LearningK-Means Clustering Introduction to Unsupervised Learning and ClusteringWhat is Unsupervised Learning?Unsupervised learning is a type of machine learning where the model is trained using unlabeled data. Unlike supervised learning, there is no predefined output or target variable. The algorithm independently identifies hidden patterns, structures, or relationships within the dataset.In unsupervised https://madhushablogs.blogspot.com/2026/02/K-Means-Clustering.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-8255113345719458192Tue, 17 Feb 2026 14:34:00 +00002026-03-17T17:34:16.270+05:30data analysisdata analytics using Power BIData ScienceBusiness Intelligence Using Power BI - Question Bank Business Intelligence Using Power BIQuestion Bank Unit 1: Introduction to Power BI 1.     Trace the historical development of Power BI and discuss how it contributes to modern Business Intelligence practices. 2.     Describe the major capabilities and https://madhushablogs.blogspot.com/2026/02/Business-Intelligence-Using-Power-BI-Question-Bank.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-1469755049588704489Sun, 15 Feb 2026 12:52:00 +00002026-03-10T20:50:49.899+05:30data analysisdata analytics using Power BIData SciencePowe BI Video Tutorial(Power BI) Powe BI Video Tutorial(Power BI)1. How to Start Power BI Desktop - First Project Sales data2. End to End Sales DashBoard 3. Power of Slicers in Power: Present Quick Insights from your large Datasets 4. Slicers in Power BI Indetail 4. Trend Analysis in Power BI/Line Chart in Power BI 5. Crimes Against Children Trend Analysis, Forecasting 6. Geospatial and Demographic Analysishttps://madhushablogs.blogspot.com/2026/02/Powe-BI-Video-Tutorial-Power-BI.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-2976052786123238223Thu, 12 Feb 2026 16:44:00 +00002026-02-12T22:14:19.046+05:30data analysisdata analytics using Power BIData ScienceBuilding KPI Dashboard in Power BI  Building KPI Dashboard in Power BI Using Cyber Crime Data – Step-by-Step GuideGo to Data Set  1. Introduction to KPI KPI (Key Performance Indicator) is a measurable value that shows how effectively an objective is being achieved. In Power BI, a KPI visual helps us: Show the current value Track trend over time Compare with a target Indicate performance using colorhttps://madhushablogs.blogspot.com/2026/02/Building-KPI-Dashboard-in-Power-BI.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-1518851081209652660Sun, 11 Jan 2026 05:06:00 +00002026-01-11T11:04:38.639+05:30data analysisdata analytics using Power BIData Analytics using PythonData ScienceresearchDesigning an Effective Questionnaire for Primary Data Collection Understanding Primary and Secondary Data in Research: A Foundation for Effective Data CollectionIntroductionIn any research study, case study, or academic project, data is the backbone of analysis and decision-making. The accuracy, relevance, and reliability of research findings depend largely on the type of data collected and the method used to collect it. Broadly, research data is https://madhushablogs.blogspot.com/2026/01/Designing-an-Effective-Questionnaire-for-Primary-Data-Collection.htmlnoreply@blogger.com (Dr.Manisha More)1tag:blogger.com,1999:blog-331977333533137262.post-3878594633997448185Wed, 07 Jan 2026 06:29:00 +00002026-01-07T11:59:29.690+05:30data analysisdata analytics using Power BIData SciencePower BI Case Studies for MCA Students Power BI Case Studies for MCA StudentsCase Study 01 Title: Workplace Stress Across Different Industries Problem Statement:Workplace stress has become a common issue across many industries due to factors such as high workload, poor work–life balance, long working hours, and limited control over job roles. These stress factors affect employee performance, job satisfaction, and https://madhushablogs.blogspot.com/2026/01/Power-BI-Case-Studies-for-MCA-Students.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-1224656178740548831Wed, 31 Dec 2025 07:09:00 +00002025-12-31T13:36:27.194+05:30प्रेरणादायीप्रेरणादायी लेखशब्द माझे सोबतीजीवन : गलतियाँ, सीख और सुधार — एक एल्गोरिदम जीवन : गलतियाँ, सीख और सुधार — एक एल्गोरिदम साल नाम का यह प्रोग्राम शुरू हुआ, Day = 1 से काउंटर बढ़ता गया…Day++ होता हुआ 365 तक पहुँचा,हर दिन — एक नया डेटा पॉइंट। कभी Positive Input,तो कभी Negative Value,कभी खुशी का Output,तो कभी दुःख का Exception Handling। हर दिन खुलाएक नया Page / New Instance,नए अनुभवों की डेटासेट में Entry होती गई। खुशी देने वाले पलों ने Accuracy बढ़ाई,और असफलताओं ने https://madhushablogs.blogspot.com/2025/12/blog-post_65.htmlnoreply@blogger.com (Dr.Manisha More)1tag:blogger.com,1999:blog-331977333533137262.post-122797302911202900Wed, 31 Dec 2025 06:57:00 +00002025-12-31T12:59:03.531+05:30प्रेरणादायीप्रेरणादायी लेखशब्द माझे सोबतीजीवन : चुका, शिकवण आणि सुधारणा – एक अल्गोरिदम जीवन : चुका, शिकवण आणि सुधारणा – एक अल्गोरिदम वर्ष नावाचा हा प्रोग्राम सुरू झाला, Day = 1 पासून काउंटर वाढत गेला…Day++ होत ३६५ पर्यंत पोहोचला,प्रत्येक दिवस — एक नवीन डेटा पॉइंट. कधी Positive Input,तर कधी Negative Value,कधी आनंदाचे Output,तर कधी दुःखाचे Exception Handling. दररोज उघडलीएक नवीन Page / New Instance,नवीन अनुभवांची डेटासेटमध्ये Entry झाली. आनंद दिलेल्या क्षणांनी Accuracy वाढवली,https://madhushablogs.blogspot.com/2025/12/blog-post_31.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-2094959130963985483Thu, 25 Dec 2025 05:53:00 +00002025-12-26T22:37:47.098+05:30शिक्षक भी इंसान है "शिक्षक भी इंसान है” एक दिन था… जब मन बहुत खुश था,आँखों में सपने थे, और दिल में गर्व—क्योंकि मैं एक विश्वविद्यालय का हिस्सा बनने जा रही थी। चुना गया था मुझे मेहनत से,इंटरव्यू की कसौटी पर,प्रक्रियाओं की पारदर्शिता से। पहले दिन, वरिष्ठों से संवाद हुआ,अनुशासन, समर्पण और संकल्प—इन तीन स्तंभों पर खड़ीएक आदर्श संस्था दिखी। हर दिन लगता था—“हम किसी साधारण जगह नहीं,एक मूल्यवान https://madhushablogs.blogspot.com/2025/12/blog-post.htmlnoreply@blogger.com (Dr.Manisha More)0tag:blogger.com,1999:blog-331977333533137262.post-8595468960869351453Mon, 08 Dec 2025 06:48:00 +00002025-12-10T15:28:50.842+05:30Ekankikaप्रेरणादायीप्रेरणादायी लेख“मी येऊ का या जगात, आई?” शीर्षक : संवेदना प्रा. डॉ. मनिषा पाटील-मोरे कालावधी : 35–40 मिनिटे थीम : सामाजिक, भावनिक, महिला सुरक्षा, जागृती पात्रे : 12–15 ⭐ पात्रसूची आई — गर्भवती, संवेदनशील पण नंतर कणखर अजून न जन्मलेली मुलगी — Voiceover निवेदक लहान मुलीचे प्रतीक (4 वर्षांची) — निःशब्द अभिनय नराधमाची सावली (Shadow Actor) समाजगट (4–6 जण) देव/न्यायाचा आवाज — Voiceover TV Anchor https://madhushablogs.blogspot.com/2025/12/mi-yevu-ka-ya-jagat-aayi .htmlnoreply@blogger.com (Dr.Manisha More)0