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Data Science Course Syllabus

100% Job Guaranteed Courses For Any Degree / Diploma Special Projects Oriented Training for Year Gap Students Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Data Science Certification Course Data Science Training in Bangalore Data Science Training Institute In Bangalore Data Science has emerged as a pivotal field in today’s technology-driven world, offering valuable insights and enabling data-driven decision-making across various industries. This course aims to equip learners with a comprehensive understanding of data science fundamentals, covering essential topics such as data exploration, statistical analysis, machine learning, and data visualization. By learning these core skills, participants will be prepared to solve real-world problems and gain proficiency in using popular tools and technologies. The Data Science course syllabus is structured to provide a balanced mix of theory, practical exercises, and hands-on projects. It is ideal for aspiring data scientists, working professionals looking to enhance their analytical skills, and anyone interested in pursuing a career in data analysis. Whether you are just beginning or want to advance your knowledge, this course offers a step-by-step approach to mastering the art and science of data. Module 1: Introduction to Data Science Definition and scope of Data Science. Importance and applications of Data Science. Data Science process: from data collection to insights. Role of a Data Scientist in various industries. Ethical considerations in Data Science. Tools and technologies used in Data Science. Overview of real-world Data Science case studies. Introduction to the course structure and expectations. Module 2 : Data Acquisition and Cleaning  Sources of data: structured, semi-structured, and unstructured. Web scraping and APIs for data collection. Data quality assessment and common issues. Data preprocessing techniques. Handling missing data and outliers. Data transformation and normalization. Data integration and feature engineering. Hands-on exercises using popular data manipulation libraries. Data Science Training Options Group Training One to One Training Online Training Request For Enroll Now Data Science Training In Bangalore Module 3: Exploratory Data Analysis (EDA) Importance of EDA in understanding data. Summary statistics and data visualization. Distribution analysis and histogram plotting. Correlation and scatter plots. Box plots and violin plots. Time series analysis. Interactive data visualization tools. Applying EDA to real datasets. Module 4: Machine Learning Fundamentals Basics of machine learning and its types. Supervised vs. unsupervised learning. Model representation and evaluation. Training and testing datasets. Cross-validation techniques. Overfitting and underfitting. Performance metrics: accuracy, precision, recall, F1-score, etc. Implementing simple machine learning algorithms. Module 5: Regression and Classification Linear regression and its assumptions. Polynomial regression and regularization. Logistic regression for classification. Decision trees and random forests. Support Vector Machines (SVM). Naive Bayes classifier. Model selection and hyperparameter tuning. Hands-on projects involving regression and classification. 40 + Hours Hands On Training_____________

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Data Analytics Course Syllabus

100% Job Guaranteed Courses For Any Degree / Diploma Special Projects Oriented Training for Year Gap Students Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Data Analytics Certification Course Data Analytics Training in Bangalore Data Analytics Training Institute In Bangalore Data Analytics is one of the most in-demand skills in today’s technology-driven world, especially in a thriving tech hub like Bangalore. This course is designed to equip students with the essential knowledge and hands-on experience needed to analyze, interpret, and transform data into actionable insights. The syllabus for the Data Analytics Course in Bangalore covers fundamental concepts of data handling, statistical analysis, data visualization, machine learning basics, and industry-relevant tools like Python, SQL, and Tableau. This comprehensive program is ideal for aspiring data analysts, business intelligence professionals, and anyone interested in a data-centric career, offering a step-by-step pathway from foundational skills to advanced analytical techniques. Module 1: Introduction to Statistical Analysis Counting, Probability, and Probability Distributions Sampling Distributions Estimation and Hypothesis Testing Scatter Diagram Anova and Chisquare Imputation Techniques Data Cleaning Correlation and Regression Module 2: Introduction to Data Analytics Data Analytics Overview Importance of Data Analytics Types of Data Analytics Descriptive Analytics Diagnostic Analytics Predictive Analytics Prescriptive Analytics Benefits of Data Analytics Data Visualization for Decision Making Data Types, Measure Of central tendency, Measures of Dispersion Graphical Techniques, Skewness & Kurtosis, Box Plot Descriptive Stats Sampling Funnel, Sampling Variation, Central Limit Theorem, Confidence interval Data Analytics Training Options Group Training One to One Training Online Training Request For Enroll Now Data Analytics Training In Bangalore Module 3: Excel: Basics to Advanced Introduction to Backend Programming Java Backend Frameworks (e.g., Spring Boot) RESTful API Design and Implementation Data Storage and Databases (SQL and NoSQL) Server-side Validation and Security Module 4: Changing the Chart Type Chart Types Changing the Way Data is Displayed Moving the Legend Formatting Charts Adding Chart Items Formatting All Text Formatting and Aligning Numbers Formatting the Plot Area Formatting Data Markers Pie Charts Creating a Pie Chart Moving the Pie Chart to its Own Sheet Adding Data Labels Exploding a Slice of a Pie Chart Data Analysis − Overview types of Data Analysis Data Analysis Process Working with Range Names Copying Name using Formula Autocomplete Range Name Syntax Rules Creating Range Names Creating Names for Constants Managing Names Scope of a Name Editing Names Applying Names Using Names in a Formula calculations   Module 5: Viewing Names in a Workbook Copying Formulas with Names Difference between Tables and Ranges Create Table Table Name Managing Names in a Table Table Headers replacing Column Letters Propagation of a Formula in a Table 40 + Hours Hands On Training_____________

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Java Course Syllabus

100% Job Guaranteed Courses For Any Degree / Diploma Special Projects Oriented Training for Year Gap Students Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Java Certification Course Java Training in Bangalore Java Training Institute In Bangalore Java, one of the most popular programming languages globally, is renowned for its versatility, security, and efficiency. As a cornerstone in software development, mastering Java opens up numerous career opportunities in fields like web development, software engineering, and enterprise solutions. The Java course syllabus in Bangalore is designed to cater to beginners as well as experienced professionals, providing a comprehensive foundation in core Java concepts, object-oriented programming, and advanced features like multithreading, networking, and database connectivity. Bangalore, known as the Silicon Valley of India, offers a dynamic learning environment for aspiring Java developers. With a focus on practical hands-on sessions and industry-relevant projects, this Java course aims to equip students with the skills required to excel in today’s competitive tech industry. From understanding the basics of programming to mastering frameworks like Spring and Hibernate, this syllabus ensures a complete learning journey, preparing you for real-world challenges in software development.   Module 1: Introduction to Java Full Stack Development Overview of Full Stack Development Importance of Java in Full Stack Understanding Frontend, Backend, and Middleware Technologies and Tools Used in Java Full Stack Setting up Development Environment Module 2: Frontend Development Introduction to HTML, CSS, and JavaScript Frontend Frameworks (e.g., React, Angular, Vue.js) Responsive Web Design and CSS Frameworks DOM Manipulation and Event Handling State Management in Frontend Applications Understand Dependency Injection Spring Bean Constructor Injection Java Course Training Options Group Training One to One Training Online Training Request For Enroll Now Core Java and Advanced Java Training In Bangalore Module 3: Backend Development Introduction to Backend Programming Java Backend Frameworks (e.g., Spring Boot) RESTful API Design and Implementation Data Storage and Databases (SQL and NoSQL) Server-side Validation and Security Module 4: Middleware Technologies Introduction to Middleware and Communication Protocols JSON and XML Parsing Web Sockets for Real-time Communication Message Queues and Brokers (e.g., RabbitMQ, Kafka) Integrating Frontend and Backend using Middleware Module 5: Database Management Relational Databases (e.g., MySQL, PostgreSQL) Database Design and Modeling SQL Queries and Joins NoSQL Databases (e.g., MongoDB) Data Access Object (DAO) Design Pattern 40 + Hours Hands On Training_____________

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Python Course Syllabus

100% Job Guaranteed Courses For Any Degree / Diploma Special Projects Oriented Training for Year Gap Students Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Python Certification Course Python Training in Bangalore Python Training Institute In Bangalore A Python is one of the most versatile and powerful programming languages today, widely used in fields such as data science, web development, automation, and machine learning. This course is designed to provide students with a comprehensive understanding of Python, from the basics of programming to advanced concepts. Whether you are a beginner looking to get started in programming or a professional seeking to enhance your skills in bangalore, this course will equip you with the knowledge and tools to master Python effectively. Throughout the python course syllabus in bangalore, you will learn the fundamentals of Python programming, delve into its libraries, and explore real-world applications that showcase its flexibility and capability. Module 1: Introduction to Full Stack Development with Python Understanding Full Stack Development Frontend vs. Backend vs. Full Stack Development Overview of Python as a Full Stack Language Setting Up the Development Environment Version Control with Git Basic Command-Line Usage Introduction to Web Development Concepts Creating a Simple Hello World Web Application Module 2: Frontend Development with HTML, CSS, and JavaScript Introduction to HTML Structuring Web Content with HTML Tags Styling Web Pages with CSS CSS Layout Techniques Introduction to JavaScript Variables, Data Types, and Operators in JavaScript DOM Manipulation with JavaScript Building Interactive Web Pages Python Course Training Options Group Training One to One Training Online Training Request For Enroll Now Python Training In Bangalore Module 3: Frontend Frameworks (e.g., React, Angular, or Vue) Overview of Frontend Frameworks Installing and Setting Up a Frontend Framework Building Components and Views State Management in Frontend Routing and Navigation Working with Forms and User Input Styling and Theming Creating Responsive Web Apps   Module 4: Backend Development with Python Introduction to Backend Development Setting Up a Python Backend Environment Creating and Configuring RESTful APIs Handling HTTP Requests and Responses Working with Databases (SQL and NoSQL) User Authentication and Authorization Error Handling and Logging Testing and Debugging Backend Code Module 5: Backend Frameworks (e.g., Django, Flask, or FastAPI) Overview of Backend Frameworks Installing and Setting Up a Backend Framework Creating RESTful Endpoints Building Models and Database Schemas User Authentication and Sessions Middleware and Request Processing Unit Testing and Test Automation API Documentation and Versioning 40 + Hours Hands On Training_____________

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Dot Net Full Stack Course Syllabus

100% Job Guaranteed Courses For Any Degree / Diploma Special Projects Oriented Training for Year Gap Students Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Dot Net Certification Course Dot Net Training in Bangalore Dot Net Training Institute In Bangalore A Dot Net Full Stack course provides aspiring developers with a comprehensive skill set to build end-to-end web applications. This Dot Net Full Stack course syllabus covers everything from front-end technologies like HTML, CSS, and JavaScript to back-end development with C# and .NET Core. It also includes database management and server-side technologies to ensure you have a complete understanding of how to develop, test, and deploy fully functional web applications. Whether you’re starting out or looking to expand your skills, a Dot Net Full Stack course is your gateway to becoming a versatile, industry-ready developer capable of handling both client-side and server-side tasks. Module 1 : Introduction to .NET and C# Understanding the .NET Framework Overview of C# Programming Language Installing Visual Studio IDE Writing Your First C# Program Variables, Data Types, and Operators Control Flow (if statements, loops) Methods and Functions Debugging and Error Handling  Module 2: Object-Oriented Programming (OOP) with C# Introduction to Object-Oriented Programming (OOP) Classes and Objects Encapsulation and Access Modifiers Inheritance and Polymorphism Interfaces and Abstract Classes Exception Handling and Custom Exceptions Working with Collections (Lists, Arrays) Design Patterns in C# Dot Net Course Training Options Group Training One to One Training Online Training Request For Enroll Now Dot Net Training In Bangalore Module 3: .NET Core and ASP.NET Core Introduction to .NET Core and ASP.NET Core Setting Up .NET Core Development Environment Building Web Applications with ASP.NET Core MVC Routing and Controllers Views and Razor Syntax Model Binding and Validation Middleware and Configuration Building RESTful APIs with ASP.NET Core   Module 4: Entity Framework and Database Integration Introduction to Entity Framework Core Creating Database Models CRUD Operations with Entity Framework Data Annotations and Fluent API Working with Migrations Advanced Querying and LINQ Using Repository Pattern Securing APIs and Data Access  Module 5: Frontend Development with HTML, CSS, and JavaScript Introduction to Frontend Development HTML5 Markup and Elements CSS Styling and Layout JavaScript Fundamentals DOM Manipulation and Events Frontend Libraries (e.g., Bootstrap) Building Responsive Web UIs Integrating Frontend with .NET Core 40 + Hours Hands On Training_____________

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Power BI Course Syllabus

100% Job Guaranteed Courses For Any Degree / Diploma Special Projects Oriented Training for Year Gap Students Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Power BI Training in Bangalore Power BI Certification Course Power BI Jobs in Bangalore Introduction A Power BI Course Syllabus is the perfect starting point for anyone looking to understand and excel in data analytics and business intelligence. This Power BI Course Syllabus in Bangalore provides a structured overview of essential topics, including data modeling, report creation, and interactive dashboard development. By taking a Power BI course syllabus, you will learn how to connect data from various sources, visualize it in meaningful ways, and derive actionable insights. Whether you’re a beginner aiming to learn the basics or a professional seeking advanced skills, this Power BI course syllabus will equip you with the tools to make data-driven decisions and enhance business outcomes. Our Power BI Course Syllabus covers fundamental to advanced concepts such as Report Designing, Visual Sync, Grouping, Hierarchies, Filters, Bookmarks, Azure, Modeling, DAX Functions – Level 1, DAX Functions – Level 2, Power BI Cloud, Excel & RLS, Report Server, RDL, and many more. Get Practical Experience with Microsoft Power BI for Data Analytics. advanced concepts such as Report Designing, Visual Sync, Grouping, Hierarchies, Filters, Bookmarks, Azure, Modeling, DAX Functions – Level 1, DAX Functions – Level 2, Power BI Cloud, Excel & RLS, Report Server, RDL, and many more. Get Practical Experience with Microsoft Power BI for Data Analytics. Module 1: Introduction to Power BI What is Power BI? Benefits of Power BI Power BI Desktop vs. Power BI Service Licensing and pricing options Installing Power BI Desktop Getting familiar with the Power BI interface Connecting to data sources Creating your first report Module 2: Data Transformation and Preparation Importing data from various sources Data loading options (DirectQuery, Import, Live Connection) Data cleansing and shaping Using the Query Editor Transforming data with Power Query Combining and merging data Creating calculated columns and measures Data model optimization techniques Module 3: Data Visualization Basics Introduction to data visualization Choosing the right chart type Building basic visualizations (bar charts, line charts, pie charts) Formatting and customizing visuals Working with colors and themes Adding data labels and tooltips Visual hierarchies and drill-through Interactivity in visuals   Module 4: Advanced Data Modeling Understanding relationships in Power BI Types of relationships (one-to-one, one-to-many, many-to-many) Creating and managing relationships Role-playing dimensions DAX (Data Analysis Expressions) fundamentals Creating calculated tables Time intelligence functions Advanced DAX calculations   Module 5: Power BI Data Sources Connecting to on-premises data sources Importing data from the web Streaming data into Power BI Using APIs for data retrieval Connecting to Azure services (Azure SQL Database, Azure Data Lake) SharePoint integration Importing data from Excel and CSV files Real-time data streaming with Power BI Power BI Course Training Options Group Training One to One Training Online Training Request For Enroll Now Learn Power BI Course to Boost your career with our Power BI Training in Bangalore Module 6: Power BI Service and Collaboration Introduction to Power BI Service Publishing reports to the Power BI Service Sharing reports and dashboards Collaborating with Power BI Workspaces Setting up security and permissions Power BI Apps Exporting and embedding reports Alerts and notifications   Module 7: Advanced Visualizations Matrix and table visuals Scatter plots and bubble charts Tree maps and sunburst charts KPIs and Cards Funnel charts Custom visuals and customizations Drillthrough in visuals Best practices for effective visualizations Looking for Trained Candidates ?_____________

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Latest Software Courses Your Gateway to a Successful Career

Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Table of Contents Introduction Artificial Intelligence Training Data Science Training Power BI Training Dot NET Training Machine Learning Training AWS Cloud Training Azure Cloud Training Full Stack Development Training Python Training Full Stack Java Training Selenium Training Cybersecurity Training Angular Training Robotic Process Automation (RPA) Training UiPath Training  DevOps Training Digital Marketing Training Why Choose Ascent Software Training Institute? FAQs Conclusion Free Live Classes_____________

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Software Coaching Centers in Bangalore : Your Path to Success

Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Table of Contents Overview of Software Coaching Centers in BangaloreWhy Choose Bangalore for Software Training?Best Software Training Institutes in BangalorePopular Software Development Courses OfferedPlacement Assistance and Job GuaranteeAffordable Software Coaching Institutes in BangaloreWhy Ascent Software Training Institute Stands OutFAQs About Software Coaching Centers in Bangalore Free Live Classes_____________

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Placement Institute in Bangalore : Your Path to a High-Paying IT Career

Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Table of Contents IntroductionWhy Choose Bangalore for IT Training and Placement?Ascent Software Training Institute: The Best IT Course Institute in BangaloreTop IT Institutes in Bangalore for Placement SuccessMost Popular IT Courses with Placement in BangaloreOnline IT Courses with Job GuaranteeFAQsConclusion Free Live Classes_____________

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Best Software Development Training Institute in Bangalore

Please enable JavaScript in your browser to complete this form.Please enable JavaScript in your browser to complete this form.Full Name *Numbers *Email *Select Course *Select Course*Python Full StackJava Full StackC & C++Power BIDot NET TrainingManual TestingSelenium TestingUI Path TrainingRPA Automation AnywhereData ScienceAngularNode JSMEAN StackAWS DevopsAzure DevopsBig Data HadoopMachine LearningArtificial IntelligenceDeep LearningMySQLMongo DBDigital MarketingCyber SecurityDomo Training Submit Table of Contents IntroductionWhy Bangalore Is the Hub for Software Development TrainingAscent Software Training Institute: The Best ChoiceComprehensive Courses at AscentPlacement Assistance and Industry ConnectionsFlexible Learning Options at AscentFAQs on Software Development Training in BangaloreConclusion Free Live Classes_____________

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