Data science online course
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https://www.crampete.com/courses/data-science-online-course/ Use scientific methods and algorithms to gain insight from the data. Learn to provide the optimized solution to any problem with Data science
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Data science online course
- 3. BEST-IN-CLASS DATA SCIENCE COURSE 3 Course Highlights LearnatYourOwnSpeed Youarejustaclickawayfromyourinitiationtowardsanew course.Makeyourfreetimetolearnsomethingtechnically newwiththeexpert'sguidance. Hands-onLabs,MiniProjects,CapstoneProject Everytopichasahands-onlabsexerciseandeverymodule includesamini-project,culminatingwithacapstoneproject. ShowcaseyourSkills Getcertifieduponcompletionofyourcapstoneproject. Whichyoudisplayonyourownportfoliooncrampete.com LearningSupports Getunlimitedaccesstocoursevideosandemailsupportfor onefullyear.
- 4. BEST-IN-CLASS DATA SCIENCE COURSE 4 Module 1: Python for Data Analysis Inthismodule,youwillmasterthefollowingskills: EnvironmentSet-up JupyterOverview PythonNumpy PythonPandas PythonMatplotlib Module 3: Inferential Statistics Inthismodule,youwillmasterthefollowingskills: NormalDistribution CentralLimittheorem ConfidenceInterval Student'sTdistribution Testhypotheses TypeIandTypeIIerrors T-test Curriculum Module 2: Intro to Statistics Inthismodule,youwillmasterthefollowingskills: Differencebetweenapopulationandasample Typesofvariables MeasuresofCentralTendency MeasuresofVariability Coefficientofvariance SkewnessandKurtosis
- 5. BEST-IN-CLASS DATA SCIENCE COURSE 5 Module 5: Exploratory Data Analysis Inthismodule,youwillmasterthefollowingskills: IntrotoExploratoryDataAnalysis DeriveinsightsofDatawithpythonpandas Missingvalueanalysis Outlierdetectionanalysis Thecorrelationmatrix Module 4: Regression and Anova Inthismodule,youwillmasterthefollowingskills: Regression Anova CorrelationandCausation Rsquare AdjustedRsquare Module 6: Intro to Machine Learning Inthismodule,youwillmasterthefollowingskills: IntrotoSupervisedMachineLearning LinearRegression LogisticRegression NaiveBayesmethod DecisionTreeclassifier Randomforestclassifier IntrotoNeuralnetwork Supportvectormachine(SVM)andanexampleusing pythonsci-kitlearnmodule
- 6. BEST-IN-CLASS DATA SCIENCE COURSE 6 Module 8: Text Analytics Inthismodule,youwillmasterthefollowingskills: IntrotoTextAnalytics Textpre-processingusingtheNLTK StemmingandLemmetization BagofWordsandworldclouds Textclassificationproblem Module 7: Unsupervised learning Inthismodule,youwillmasterthefollowingskills: Introtounsupervisedlearning Clustering K-meansclusteringwithanexample HierarchicalClustering PrincipalcomponentAnalysis(PCA)
- 7. BEST-IN-CLASS DIGITAL MARKETING COURSE 7 Help? Emailusatadmissions@crampete.comorcalluson+91-9384058988 Fees Module 9: Data analysis using SQL Inthismodule,youwillmasterthefollowingskills: DownloadandInstallingSQLserver BasicqueiresinSql DifferentaggregatefunctioninSQL Sorting,groupingandJoinsinSQL Howtoconnectpythonwithsqlserver Option1:ThecoursefeeisRs.4,000(incl.oftaxes). Option2:ReserveyourseatbypayingRs.2,000;paythe remainingfee15daysbeforestartofthecourse.