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BATCH2PG CertificateProgram inMachineLearning&BigDataAnalyticsFROM CSTCP IIITALLAHABAD,PRAYAGRAJ
onderthatHarvardBusinessReview dsonexperienceofpopularandindemandtoolsintheBDA practicalproblem rospectsofcareergrowthinthissunrisedomain.Program ITALearnfrom eminentfacultyfrom rticipantstoapplyalloftheirlearningtopracticaluse
EligibilityForIndianParticipants-Graduates(10 2 3)orDiplomaHolders(only10 2 3)from Graduationorequivalentdegreefrom ivecountryProgram erienceofatleastoneprogramminglanguageThisprogram icealongsideduringtheclassW hoShouldAttendITPROFESSIONALSFROM om ificate.
es-Python. RelationalDatabasesandDataManipulationwithSQL ScipyLibraries DatantroductiontoPython: )thatsupportPythonhonbasics: thonoperhondatastructures: suchaslist,dictionary,andTuplehonprogramming: isticsandlinearalgebra. Probability&Statistics ngconceptsofcontrolandlooping, ts,andfunctionsin ProbabilityMassFunctionsPythonprogramming ProbabilityDistributionFunctionsandardlibraries: Useofst ckageswhichare nfunctions,suchas:nferentialStatistics I NumPy:AlsoknownasNumericalPythonmostly Estimation HypothesisTestingusedinmathematicaloperations ImplementationofStatisticalConceptsinPython uresandprocessingthedata ioninPython esting ScikitLearn:Usedformachinelearningand LinearAlgebra Vectors EigenVectors&EigenValues MatrixManipulation wtowrangleandvisualizethem. ReadingCSV,JSON,XMLandHTMLfilesusingPython ightsfromstructuredandunstructureddata. BuildingModelsUsingBelowAlgorithms LinearandLogisticsRegression SupportVectorMachines(SVMs)
Random Forests XGBoost DecisionTree,Random Forest,KNearestNeighbors PartitionBased&HierarchicalClustering PrincipalComponentAnalysis dfrom dataeffectivelybyusingtoolslikeMatplotlib. InteractiveVisualizationswithMatplotlib DashboardDevelopment olvingdataproblemsratherthanproblemsofmachines. program interpretthem . s) ORGANALYTICS(INDUSTRYPARTNER) Focusonrealbusinessusecases Enhancetheoreticalunderstandingwithpracticalwork Learndirectlyfrom Es) dustrydomain
degreefrom analytics.Prof.T.LahiriProfessorProfessorTapobrata Lahirihas completed his Ph.Dfrom king asa ProfessorintheDepartmentofApplied Sciences,Indian Institute of timization,SystemsModellingand Simulation,Fractal Dimensional Analysis) dels for Biomedical area using data/featureextracted from mainly Digital Image and ekharVerma received the Ph.D.degree incomputer networks from the Indian Institute ofTechnology (BHU),Varanasi,India,in 1993.He esearch interest includes machine learning,computer networks, wireless sensor PVyasProfessorProf.O.P.Vyas has done M.Tech.in"ComputerScience& DataProcessing"from isioninginATM Networks" under joint collaboration nkedOpenData Mining,CyberSecurity and Service OrientedNetworkArchitectures.He teachesObjectOrientedSoftware Engineering,Business Informatics,DataMining & Warehousing,and guided 16 ntresearch interestsincludesBlockchaintechnology,Networkand Information tabaseSecurity.
nassociateprofessorintheDepartmentofComputerSc.& asi.Heactsasavisiting faculty atIIIT,Allahabad and teaches CPROGRAMMINGandDATASTRUCTURES.His main areas ofinterestare Data shiVisitingFacultySatakshireceived herM.Sc.(1998)and M.Phil(1999)inMathematics from University ofRoorkee.In 2004,shereceivedaPh.D.inAppliedMathematicsfrom ortwoyears.In 2017,she joined Sam Higginbottom University ctionoflinear systems, optimization, Evolutionary ngineeringfrom van Chakrabortyteaches as Head ofITprofessor of Biomedical Engineering (Dept. of pplied Science)atIndianInstituteofInformation departhatinclude,Human GaitAnalysis,Human Prosthetics,Technology,Allahabad.Biometrics, Image Processing, Graphics and VisualHis main areas of interest include Bioelectrics,Computing, Graphical Projections, Robotics &Learning Machines,Distributed Computation andInstrumentation,RealTime Simulation,High e,Human ComputerInteraction,Astronomy& Astrophysics,Large Astronomical Data Analysis, Cometary nt of Information llahabad.Priorto this he worked as an Assistant Professor(20132018), and Lecture (20092012) at IIITHedidPhD&Masterfrom IITRoorkeein2009&2004respectively.He is heading Machine Leaning &OptimizationLabatIIITA.Histeaching& researchinterests are Machine learning, nologyAllahabad.HereceivedPh.D.in2010 from the Departmentof Computer Science reaofMobile AgentSecurity.He has published morethan es.
InformationTechnologyDepartmentofthe Indian Institute arnedherPh.D.Degree atIIIT Allahabad and laterjoined as amemberoffaculty,where she hasbeen 009.Her maininterests areinthe areas of StreamAnalytics,Big Data,Stream Data antProfessorDr. Suneel Yadav is an Assistant Professor intheDepartment of Electronics and CommunicationEngineering at the Indian Institute of a,in2016.Dr.Yadav has numerous publications in peerreviewedjournals and conferences and he is also serving as ntresearch interests areinthe areas ofPhysicalLayerSecurity, Wireless Relaying Techniques, s,IntelligentReflecting Surfaces,DevicetoDevice entedto
Big Data Analytics PG Certificate Program in FROM CSTCP QIIIT ALLAHABAD, PRAYAGRAJ BATCH-2. Certificate of Completion and Alumni Status of CSTCP-IIITA Overview Program Highlights Organizations today operate in a world surrounded by data and data that is understood and analyzed smartly can play a pivotal role in determining the success of many businesses. Data Science, through
