Overview
Let eMexo TechnologiesBest Artificial Intelligence TraininginElectronicCityBangaloretakeyoufromthe fundamentals of Artificial IntelligencetoAdvanceArtificialIntelligenceandmakeyouanexpertindevelopingreal-time AI applications Here are the major topics we cover under this Artificial Intelligence course Syllabus Introduction to Data Science, Introduction to Python, Python Basics, Python Packages, Importing Data, Manipulating Data, Statistics Basics, Error Metrics, Machine Learning, Supervised Learning, Unsupervised Learning, SVM, SVM Kernal, Other Machine Learning algorithms, ARTIFICIAL INTELLIGENCE, AI Introduction, Deep Learning, Deep Learning Algorithms, Introduction to NLP, Text toFeatures(FeatureEngineering),andTasksofNLP.Each topicwillbecoveredinapracticalwaywithexamplesforourAICourseinElectronicCityBangalore
All the topics will be covered with Practical and hands-on training Our trainers have industry experience with live project experience in cutting-edge technologies which they teach. We hire only the Best Artificial Intelligence industryspecialistsastrainersforourAICertificationTraininginElectronicCityBangalore.
If you are looking forArtificial IntelligenceCertification Course in Electronic City Bangalore, eMexo Technologies is theBest AI Training Institute in Electronic City Bangalore.Come over to ourtraininginstitutefora free demo class. Let our trainer give you a demo on Artificial Intelligence and only then do you make the decision to enrollinthetrainingprogram.
TrainingFeatures
Real-lifeCaseStudies
Doareal-lifecasestudytounderstandtheusageinreal-worldscenarios
Assignments
Eachclasswillbefollowedbyapracticalassignmentswitchthatcanbecompletedbeforethenextclass.
Preparationforinterview
Our trainers are professionals working in multinational corporations. They are experts in their field and know exactly what the interviewer will look for in the candidate. Experienced trainers not only share interview questions but alsoconductmockinterviewstohelppreparefortheactualinterview.
KeyFeatures
eMexo Technologies offersthe Best AI Training Course in Electronic City Bangalorewith theTOPindustry experttrainers. Herearethekeyfeatures.
★ Expert&CertifiedTrainers
★ 100%JobOrientedTraining
★ RealWorldusecasesandScenarios
★ Completed500+Batches
★ CertificationGuidance
Unit1:IntroductiontoDataScience
➢ WhatisDataScience?
➢ WhatisMachineLearning?
➢ WhatisDeepLearning?
➢ WhatisAI?
➢ DataAnalytics&itstypes
Unit2: IntroductiontoPython
➢ WhatisPython?
➢ WhyPython?
➢ InstallingPython
➢ PythonIDEs
➢ JupyterNotebookOverview
Unit3: PythonBasics
➢ PythonBasicDatatypes
➢ Lists
➢ Slicing
➢ IFstatements
➢ Loops
➢ Dictionaries
➢ Tuples
➢ Functions
➢ Array
➢ Selectionbyposition&Labels
➢ Hands-on
Unit4:PythonPackages
➢ Pandas
➢ Numpy
➢ Sci-kitLearn
➢ Mat-plotlibrary
➢ Hands-on
Unit5:ImportingData
➢ ReadingCSVfiles
➢ SavinginPythondata
➢ LoadingPythondataobjects
➢ WritingdatatoCSVfile
➢ Hands-on
Unit6:ManipulatingData
➢ Selectingrows/observations
➢ RoundingNumber
➢ Selectingcolumns/fields
➢ Mergingdata
➢ Dataaggregation
➢ Datamungingtechniques
➢ Hands-on
Unit7:StatisticsBasics
➢ CentralTendency
○ Mean
○ Median
○ Mode
○ Skewness
○ NormalDistribution
➢ ProbabilityBasics
○ Whatdoesmeanbyprobability?
○ TypesofProbability
○ ODDSRatio?
➢ StandardDeviation
○ Datadeviation&distribution
○ Variance
➢ BiasvarianceTradeoff
○ Underfitting
○ Overfitting
➢ Distancemetrics
○ EuclideanDistance
○ ManhattanDistance
➢ Outlieranalysis
○ WhatisanOutlier?
○ InterQuartileRange
○ Box&whiskerplot
○ UpperWhisker
○ LowerWhisker
○ Scatterplot
○ Cook’sDistance
➢ MissingValueTreatment
○ WhatisaNA?
○ CentralImputation
○ KNNimputation
○ Dummification
➢ Correlation
○ Pearsoncorrelation
○ positive&Negativecorrelation
➢ Hands-on
Unit8:ErrorMetrics
➢ Classification
○ ConfusionMatrix
○ Precision
○ Recall
○ Specificity
○ F1Score
➢ Regression
○ MSE
○ RMSE
○ MAPE
➢ Hands-on
Unit9:SupervisedLearning
➢ LinearRegression
○ LinearEquation
○ Slope
○ Intercept
○ Rsquarevalue
➢ Logisticregression
○ ODDSratio
○ Probabilityofsuccess
MachineLearning
○ ProbabilityoffailureBiasVarianceTradeoff
○ ROCcurve
○ BiasVarianceTradeoff
➢ Hands-on
Unit10:UnsupervisedLearning
➢ K-Means
➢ K-Means++
➢ HierarchicalClustering
➢ Hands-on
Unit11:SVM
➢ SupportVectors
➢ Hyperplanes
➢ 2-DCase
➢ LinearHyperplane
➢ Hands-on
Unit12:SVMKernal
➢ Linear
➢ Radial
➢ Polynomial
➢ Hands-on
Unit13:OtherMachineLearningalgorithms
➢ K–NearestNeighbour
➢ NaiveBayesClassifier
➢ DecisionTree–CART
➢ DecisionTree–C50
➢ RandomForest
➢ Hands-on
Unit14:AIIntroduction
➢ Perceptron
➢ Multi-Layerperceptron
➢ MarkovDecisionProcess
ARTIFICIALINTELLIGENCE
➢ LogicalAgent&FirstOrderLogic
➢ ALApplications
➢ Hands-on
Unit15:DeepLearningAlgorithms
➢ CNN–ConvolutionalNeuralNetwork
DeepLearning
➢ RNN–RecurrentNeuralNetwork
➢ ANN–ArtificialNeuralNetwork
➢ Hands-on
Unit16:IntroductiontoNLP
➢ TextPre-processing
➢ NoiseRemoval
➢ LexiconNormalization
➢ Lemmatization
➢ Stemming
➢ ObjectStandardization
➢ Hands-on
Unit17:TexttoFeatures(FeatureEngineering)
➢ SyntacticalParsing
➢ DependencyGrammar
➢ PartofSpeechTagging
➢ EntityParsing
➢ NamedEntityRecognition
➢ TopicModelling
➢ N-Grams
➢ TF–IDF
➢ Frequency/DensityFeatures
➢ WordEmbedding’s
➢ Hands-on
Unit18:TasksofNLP
➢ TextClassification
➢ TextMatching
➢ LevenshteinDistance
➢ PhoneticMatching
➢ FlexibleStringMatching
➢ Hands-on
FAQs
1.Howisthetrainingorganized?Howmuchpercentageistheoreticalandhowmuchispracticalhands-on?
We at eMexo believe nothing beats hands-on practice when it comes to learning a concept.Ourteaching methodology is 100%practicalandhands-onoriented.Youlearnaconcept,youpracticeitthenandtherewiththe trainers. We also give you assignments for each topic which you can practice at home and any doubts regarding thetopiccanbeclearedwiththetrainerthenextday.
2.Whatisthecourseduration?Howandwhendoyouplantocompletethecourse?
We generally cover our courses in 60 hours, however, we know thatwecan’tputahard-stoptolearning with a number. Our trainer will make sure that you have learned everything that is part of the curriculum. This couldmean48hoursor60hours,itdoesn’tmatter.
3.Whatisthematerialprovidedinthetraining?
We have industry standard course material which is used by our trainers to train you. At the end of the training, apart from the notes which you have taken during the course,wewillalsoprovideyouwiththetraining materialwhichwasused.Thistrainingmaterialincludesthetrainingcontent,interviewquestions,etc.
4.Doyouhelpinpreparingfortheinterview?
Our trainers are working professionalswhoworkinMNCs Theyaretheexpertsintheirdomainandthey know exactly what an interviewer looks into a candidate Our expert trainers apart from sharing the interview questionswillalsoconductmockinterviewstohelpyoupreparefortherealinterview
5.Whoareyourtrainers?
Our trainers areindustryexpertswhoworkintheirrespectivetechnologiesdayinanddayout Theywork inMNCsandaretechnologyexpertswithintheirorganizations
6.Whatisthetotalbatchsizepercourse?
Wemaintainastrictbatchsizeofamaximumof5students.Wealsoprovideexclusiveone-to-onetraining aswell Talktoourtrainingpartnertogetmoredetails
7.Doyouprovidecertificationforthecourse?
Yes,attheendofthetraining,weprovideacertificationofcompletion.
8.WillIbejoininganewbatchorbeingmergedwithanotherbatch?
Youwillbeaddedtoanewbatch.
9.Isfast-tracktrainingavailable?
Yes, we also provide fast-track training for those whowanttocompletethecoursefaster.Thecurriculum and the total hours required to complete the course will remain the same. However, the trainer will be spending morehourswithyoutocompletethecourse.
10.Doyouassistinjobplacement?
Our trainers are expert professionals in their organizations and they often act as the interviewer to hire
new candidates. Our trainers will help you prepare your resume with industry standards. After all, they know exactlywhattolookforinaresume.
11.Timingsfortraining-Regulartraining/weekendtraining?
We provide both regular and weekend training. Talk to our training partner to learn more about the timings.
12.Willyoubeworkingonaliveprojectduringtraining?
Yes, apart from doing the hands-on practice our trainer will also be taking a real-world project and workingwithyouontheimplementation
13.WhathappensifImissaclass?
If you miss a class the content of that class will be taught to you again. With us, you might missaclass butnotthecontent.
14.CanIattendademobeforetheactualclass?
Yes, absolutely! Talk to our training counselor on the phone at +91-9513216462 or email us at info@emexotechnologies.com to arrange a free demo Youcanalsofillinthecontactusformbelowandwewill callyoutodiscussyourtrainingrequirements