هدادملععماجهرودیاهلصفرس · - modeling for data mining - classification...
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سرفصلهایدورهجامععلمداده
دانشگاهتهران
Statistics and Linear Algebra forData Science
آماروجبرخطیبرایعلمداده
@BPERM_ADMIN
مشاوره
An Introduction to Statistic Analysis in real World Data types Sample spaces, probability axiomsEstimating parameters of a population using sample statisticsData WranglingData ManipulationMatrix & ArrayRandom variables, expectation (mean) & varianceProbability and Statistic DistributionsNormal DistributionCovariance | correlationHypothesis testing and confidence intervalst-tests and ANOVA | chi-squared testLinear RegressionExploratory Data Analysis
دانشگاه تهران
Fall 2020
AmirReza TajallyM.Sc. of Industrial Engineering - University of Tehran
Sessional Lecturer at Sharif University of Technology
Speaker at European – Asia Big Data Conference 2019
Over +5 Years Experiences in Data Science Problem Solving
Data Quality & Analytics Consultant – Saipa Group
مبانیومفاهیمعلمداده
دانشگاه تهران @BPERM_ADMIN
مشاوره
- Machine Learning and Data Mining- Application of Data Mining- Crisp-DM Methodology - Data Preprocessing - Modeling for Data Mining- Classification Algorithm- Clustering Model- Association Rule Mining- Anomaly Detection- Time Series Analysis- RFM Analysis- Model Evaluation
Mohammadreza MohtatPrincipal Data Scientist and Big Data Strategist
M.Sc. of Information Technology Management
University of Tehran
MBA Certified – University of Tehran
CEO at AKAM Strategic Data Driving Analytics Company
Data Science Fundamental
Fall 2020
@BPERM_ADMIN
مشاوره
پایگاهداده
Hamid Reza Sadeghian
- T-SQL Querying Introduction- SQL Server Architecture - Select - Predicates and Operators - Three-Valued Logic - Date and time Data - Metadata - Joins - Subqueries - Table Operators - Set Operators - Advanced T-SQL Query - Data modification - Transactions and concurrency
Database specialist
Mahan air Database Administrator Consultant
Over +14 Experienced with SQL
دانشگاه تهران
Fall 2020
PythonZero to Hero
From Beginner to Advance!+ Machine Learning
PythonبرایعلمدادهAn Introduction to Machine LearningExploring DataData Preparation and CleaningData Pre-processing & ProcessingPython libraries suitable for Machine LearningNumpy, Scipy, Pandas and Scikit-Learn for ML Matplotlib, seaborn & Bokeh for Data VisualizationGetting Started with supervised LearningClassification Models and EvaluationRegression Models and EvaluationGetting Started with Unsupervised LearningClustering Models and Evaluation
@BPERM_ADMIN
مشاوره
AmirReza TajallyM.Sc. of Industrial Engineering - University of Tehran
Sessional Lecturer at Sharif University of Technology
Speaker at European – Asia Big Data Conference 2019
Over +5 Years Experiences in Data Science Problem Solving
Data Quality & Analytics Consultant – Saipa Group
دانشگاه تهران
Fall 2020
for Data Science
برایعلمدادهRزبانبرنامهنویسی
@BPERM_ADMIN
مشاوره
Mohsen MehdiniaCEO – GSS Tech
Former Technical Engineering Manager Sam service
Over +10 Years Experienced in Customer Analytics &
Technical support Services in B2B & B2C Companies
General Introduction into the R Ecosystem R Syntax BasicsProgramming with RDescriptive StatisticsStatistical Functions in RRegression Models in RData TransformationsDirty Data ProblemsData CleaningExploratory data analysisClassification and Clustering ModelsEvaluation ModelsDemonstration of a Data Analysis Project in R
دانشگاه تهران
Fall 2020
@BPERM_ADMIN
مشاوره
Dr. Ali Bozorgi Amiri
فرآیندکاوی
Process Mining
Introduction to Data ScienceProcess Science and Business Process ManagementType of Process mining Process Discovery TechniquesImproving Process ModeOperational Support and ConclusionsProcess Mining with ProM
Assistant professor at University of Tehran
Head of Process Engineering Research Center,
University of Tehran
دانشگاه تهران
Fall 2020
@BPERM_ADMIN
مشاوره
داستانسراییداده
Data Storytelling
Ali SaediPhD of Business IntelligenceBI Project Manager at: MCI, Carpino, …BI Lecturer at: Irancell, National Standards Organization, Saman Bank, Ayande Bank, …
- Business Intelligence Fundamentals- Overview of ETL- KPI Definition- Data Visualization with Tableau- Connecting to Data- Visual Analytics- Dashboards and Stories- Mapping- Calculations- Review Tableau Prep- Review Tableau Server
دانشگاه تهران
Fall 2020
Fall 2020
@BPERM_ADMIN
مشاوره
Applied Text Mining And Web Mining in Python
ووبکاویکاربردیمتنکاوی
-Introduction to Text Mining-Architecture of Text Mining Systems-Text Cleaning and Preparation-Word Embedding-Text Clustering -Topic Modeling-Predictive Modeling with Text-Sentiment Analysis-Graph Theories-Social Network Analysis-Community Detection
Social Network Analysis
دانشگاه تهران
Fall 2020
Mohammadreza MohtatPrincipal Data Scientist and Big Data Strategist
M.Sc. of Information Technology Management
University of Tehran
MBA Certified – University of Tehran
CEO at AKAM Strategic Data Driving Analytics Company
Fall 2020
@BPERM_ADMIN
مشاوره
اتحلیلکالندادهه-Big Data Fundamentals-Introduction to Big Data analysis with Spark-Spark Architecture and Components-Setting up Python with Spark -Spark Basics-Programming with RDDs-SparkSQL, DataFrames and Datasets-Machine Learning with PySpark MLlib-Advanced Spark Topic
دانشگاه تهران
Dr. Saeed RouhaniAssociate Professor at University of Tehran
Vahid AmiriM.Sc. of Information Technology Engineering
Course Instructor at Sharif and Tehran University
Over +8 Years Experiences in Big Data Field
Fall 2020
Data Management & Governance
مدیریتوحاکمیتداده
@BPERM_ADMIN
مشاوره
-Data Management-Data Governance-Data Architecture-Data Quality Management-Data Modeling and Design-Data Integration and Interoperability-Reference and Master Data-Data Management Maturity Assessment
Assistant professor at University of TehranHead of Research Center for Science and Data Management,
University of Tehran
Dr. Ali Kamandi
دانشگاه تهران
Fall 2020
Deep Learningقیادگیریعمی
@BPERM_ADMIN
مشاوره
An Introduction to Deep LearningNeural Networks BasicsKey concepts on Deep Neural NetworksOptimization AlgorithmsHyperparameter tuning, Batch NormalizationTensorflow & KerasFoundations of Convolutional Neural NetworkBuilding a Recurrent Neural NetworkNatural Language Processing and Word Embeddings
دانشگاه تهران
Fall 2020
AmirReza TajallyM.Sc. of Industrial Engineering - University of Tehran
Sessional Lecturer at Sharif University of Technology
Speaker at European – Asia Big Data Conference 2019
Over +5 Years Experiences in Data Science Problem Solving
Data Quality & Analytics Consultant – Saipa Group