Anushka Sahu
Anushka Sahu
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Internal Test 2
this video covers # decision tree
# algorithm
# clustering algorithm
# data preprocessing algorithm
# steps to construct decision tree
#key metrics for text mining
Переглядів: 36

Відео

Internal Test 1Internal Test 1
Internal Test 1
Переглядів 3212 днів тому
this video covers # text min g #text mining techniques #data collection # data cleaning #data visualization #unstructured data #unstructured data analysis #key metrics for text mining # accuracy # recall # precision #clustering
ASSOCIATION RULE MININGASSOCIATION RULE MINING
ASSOCIATION RULE MINING
Переглядів 5313 днів тому
this video covers # association rule mining #Data Collection #Data Preprocessing #Frequent Itemset Generation: #Market Basket Analysis #Digital Marketing #Recommendation System #Web Mining #support #Confidence#Lift
Data Preparation PhaseData Preparation Phase
Data Preparation Phase
Переглядів 4113 днів тому
this video covers #data preparation phase #data partition #cross validation # balancing # cart decision tree # key concepts of cart decision tree # gini index #entrophy # C5.0 decision tree # random forest
logistic regression modellinglogistic regression modelling
logistic regression modelling
Переглядів 3413 днів тому
this video covers # logistic regression modelling # key concepts # binary classification #sigmoid function # log odd and logit functions # probability and decision boundary
dimension reductiondimension reduction
dimension reduction
Переглядів 3713 днів тому
this video tells us about # dimension reduction # when to use dimension reduction #high data set # visualizing complex data set # improving model performance # common dimensionality techniques #PCA # LDA # AUTOENCODERS # benefits of dimensionality reduction #feature selection # feature extraction
regression modellingregression modelling
regression modelling
Переглядів 3413 днів тому
this video covers # regression model #key concepts of regression model # why to use regression model #types of regression model # linear regression # decision tree regression # polynomial regression # random forest regression #support vector regression # steps in regression modelling #stepwise regression
Clustering in Data ScienceClustering in Data Science
Clustering in Data Science
Переглядів 4013 днів тому
THIS VIDEO COVERS # CLUSTERING # KEY OBJECTIVES OF CLUSTERING #TYPES OF CLUSTERING #K MEAN CLUSTERING # HIERARCHICAL CLUSTERING #APPLICATIONS OF CLUSTERING
Neural NetworksNeural Networks
Neural Networks
Переглядів 5213 днів тому
THIS VIDEO COVERS # NEURAL NETWORKS # TYPES OF NEURAL NETWORKS #RNN # CNN # GAN # COMPONENTS OF NEURAL NETWORKS # NEURON # LAYERS # ACTIVATION FUNCTION # OPTIMIZATION # GRADIENT DESCENT # APPLICATION OF NEURAL NETWORKS
Model EvaluationModel Evaluation
Model Evaluation
Переглядів 7513 днів тому
THIS VIDEO COVERS # MODEL EVALUATION # PARAMETERS OF MODEL SELECTION # PRECISION # ACCURACY # RECALL # STEPS OF MODEL EVALUATION # UNEQUAL ERROR COST # STEPS TO ADJUST UNEQUAL ERROR COST
Naive Bayes ClassificationNaive Bayes Classification
Naive Bayes Classification
Переглядів 5013 днів тому
this video covers # naive bayes # bayes theorem # advantages of naive bayes # types of naive bayes classifier #applications of naive bayes classification
Data PreparationData Preparation
Data Preparation
Переглядів 6113 днів тому
THIS COVERS # DATA PREPARATION #DATA CLEANING # DATA TRANSFORMATION # DATA REDUCTION # DATA SPLITTING # HOW TO ADD INDEX FIELD # CHANGE MISLEADING VALUES # RE EXPRESS CATEGORICAL VALUES # STANDARDISE NUMERIC FIELDS USING PYTHON # IDENTIFY OUTLIERS
Exploratory Data AnalysisExploratory Data Analysis
Exploratory Data Analysis
Переглядів 8613 днів тому
THIS VIDEO COVERS #EXPLORATORY DATA ANALYSIS #BAR GRAPH # BAR GARPH WITH OERLAY IN PYTHON # CONTIGENCY TABLES # CONSTRUCT CONTIGENCY TABLE # HISTOGRAM # CONSTRUCT HISTOGRAM WITH OVERLAY IN PYTHON # BINNING # PERFORM BINNING BASED ON PREDICTIVE VALUES
Basics of code in pythonBasics of code in python
Basics of code in python
Переглядів 36114 днів тому
THIS VIDEO COVERS THE BASIC CODING PART SUCH AS #COMMENTS, #PACKAGES, #LIBRARIES, #EXCEUTING COMMANDS, #ACCESSING VARIABLES AND RECORDS, ETC.
HASSE DIAGRAM, DISCRETE MATHEMATICS 📊📚📊📚HASSE DIAGRAM, DISCRETE MATHEMATICS 📊📚📊📚
HASSE DIAGRAM, DISCRETE MATHEMATICS 📊📚📊📚
Переглядів 2,2 тис.8 місяців тому

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