Full Stack Development Course In Pune With Advanced Certification

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Why Enroll Full Stack Development Course?

Join our Advanced Certification in Full Stack Development course in Pune, offered in collaboration with IIT Guwahati. This comprehensive program covers essential tools and technologies such as Python, Django, React, Node.js, HTML, CSS, JavaScript, and SQL. Enhance your full stack development skills with expert guidance from Ethan’s & IIT Guwahati faculty. With our course, you’ll gain the expertise to handle real-world business applications using a variety of development tools. Join our Advanced Certification in Full Stack Development today and kickstart your journey to becoming a proficient full stack developer.

Student workload: 750 Hours | Duration: 6 months | Training Mode: Classroom 

Register to confirm your seat. Limited seats are available.

About the Full Stack Development Course

E&ICT, IIT Guwahati Advanced Certification in Full Stack Development

What is Full Stack Development all about?

Python full stack development refers to the process of developing both the front-end and back-end of a web application using Python and its associated technologies. A full stack developer has the skills to create a complete web application, from designing the user interface to managing the server and database. This approach ensures a seamless and integrated development process, leading to efficient and cohesive applications.

Key aspects of Python full stack development include:

  1. Front-End Development: Creating the user interface using technologies like HTML, CSS, and JavaScript frameworks such as React or Angular.

  2. Back-End Development: Building the server-side logic and database interactions using Python frameworks like Django or Flask.

  3. Database Management: Designing and managing databases using SQL or NoSQL databases to store and retrieve data efficiently.

  4. API Development: Creating and integrating RESTful APIs to enable communication between the front-end and back-end.

  5. Version Control: Using tools like Git to manage code versions and collaborate with other developers.

Why Choose Ethans for Python Classes in Pune?

In today’s competitive world, we all know the importance of choosing a right mentor and perfect training partner to provide end-to-end services to resources. Python training in Pune at Ethans can help individuals to build a bridge to grow their career and also achieve python global certification. Our authentic Python training course which has helped 9000+ students since 2015 play a significant role in boosting student’s skills with our impressive training program. Our 10-90% proper Python training model on theory and practical’s with various Python IDE’s like Jupyter notebook, Spyder, Pycharm and other editors help students to gain industry learning experience. Python Trainer’s personal guidance and individual attention in the class is providing an edge over competitors. Separate doubt sessions and Ethans knowledge sharing dashboard help students to clear minimal doubts within the class. Our Python training syllabus is prepared and focused on giving the best learning experience and we consistently deliver the best results with an accepting student-centric approach towards a great career. There are boundless openings for Python jobs for freshers in the market.

Ethans is the top Python training center in Pune with a job placement assistance program, after successful completion of the course, students are eligible for interview at various IT companies. Our professionals train the students on Python advanced interview questions for Python openings in Pune and other cities. Our program is also focused on providing classes to non-IT students who wish to change their career into the IT industry. We built various success stories and    Python syllabus for beginners to make sure none of our students are left behind with their dreams. Ethans is known for structured learning, quality standards, highly experienced trainers from the industry.

We provide Python course details and prepare individuals to become experts and crack Python jobs for fresher in Pune. With providing the best online Python course with certification in Pune, Our students come out incredibly experienced in Python programming.

During the effective learning program of the python certification course at Ethans, students can go through quizzes, hacker rank tests, code chef programs and you can learn all prospects the field of Python holds. During the class students can go through various learning format which target them to focus on following IT job positions including Data Engineer, Applications Development, Web Development, Software Developer, Automation Engineering, Data Scientist, Research Analysts, QA Engineer, DevOps Professional, Cloud Computing Developer and Architect, Data Analyst and similar Position like this.

What are the benefits of using Python?

  • Easy to read, learn and write– Python may be a high-level programming language that has English-like syntax. This makes it easier to read and understand the code. Python is actually simple to select and learn, that’s why plenty of individuals suggest Python to beginners. you need fewer lines of code to perform identical tasks as compared to other major languages like C/C++ and Java.
  • Improved Productivity- Python could be a very productive language. Because of the simplicity of Python, developers will concentrate on solving the problem. They don’t need to pay an excessive amount of time understanding the syntax or behavior of the programming language. You write less code and get more things done.
  • Interpreted Language- Python is an interpreted language which means that Python immediately executes the code line by line. In case of any error, it stops in addition execution and reviews again the error which has occurred. Python indicates only one error even though the program has a couple of errors. This makes debugging easier.
  • Dynamically typed- Python doesn’t recognize the kind of variable till we run the code. It mechanically assigns the data kind during execution. The programmer doesn’t want to fear putting forward variables and their data types.
  • Free and open-source- Python comes under the OSI-authorised open-source license. This makes it free to apply and distribute. You can download the source code, regulate it or even distribute your version of Python. This is beneficial for companies that need to regulate a few particular behaviors and use their version for development.
  • Vast libraries support- The popular library of Python is huge, you could locate almost all of the features wanted on your task. So, you don’t need to rely upon external libraries. But even in case you do, a Python package manager (pip) makes things simpler to import other exceptional packages from the Python package index (PyPi). It includes over 200,000 packages.
  • Portability- In many languages like C/C++, you want to change your code to run this system on specific platforms. That isn’t always the same with Python. You only write once and run it anywhere. However, you ought to be cautious now no longer to consist of any system-based features.

What are the top 5 reasons to Learn Python?

  • Python is a high-level programming language which has impressed IT companies and professionals since last decade. Many companies adopted Python as the primary programming language for application & web development, data science, data analytics, cloud and DevOps. Several big companies including Google, Facebook, Disney, Netflix, Uber, Dropbox, Pinterest etc.  Python works on the DRY (Don’t Repeat Yourself) principle, it enhances the readability of Python code. This course is an ideal choice for the development of a rapid application.
  • Python has vast collection of libraries, when you download Python it comes with extensive set of in-built libraries, which includes Text Processing Services, Numeric and Mathematical Modules, Functional Programming Modules, Data Compression and Archiving, Cryptographic Services, Generic Operating System Services, Networking and Interprocess Communication, Internet Data Handling etc. Python also provides its repository pypi, The Python Package Index (PyPI) is a repository of software for the Python programming language.
  • Python Popularity and high Salary Demand, when you compare python with other programming language demand of Python is high, companies are looking for Python developers with multiple skills. Python engineers have the highest salaries in the industry. The average Python Developer salary in the United States is approximately $80,000 to $150,000+ per year. There is a huge Python demand-supply gap in the market. Companies mostly go to Python Automation engineer, Data Scientist, Cloud Computing, Oddo Developers and Web Developers. Understand Python course duration and fees with Ethans and enroll to gain the best Python developer jobs in Pune for fresher.
  • Massive Open Course Community, there are more than 50000+ Python developers contributing to Python Open Source Development. Under pypi.org many developers contribute toward library development, daily more than 400+ new libraries are registered in pypi. Apart from pypi, github is full of Python development projects and helps other developers to use the already written code. Issues in the Python interpreter reported very less bugs and new versions with new features introduced very frequently.
  • Multiple Purpose language, Python is known as a Swiss knife of technology which can do many task with current infrastructure, It’s not tied with just one thing, for example –  R Programming, which is right only on Data Science and Machine learning but nowhere when it comes to interface with third party tools or creating a webpage, creating business application. Python OpenERP systems, Python Django, Python Flask, Python numpy, pandas.

Ethans organizes Python classes online that are carefully designed as per the trends in the market and standards of the industry. Theoretical lessons are complemented with the online Python training modules so that learning can become easy and maximizes the potential in a definite time schedule.

What are the real-world applications of Python?

  • Web Development – When it comes to web development Python is the programming language which met all the expectations from the developer aspect. Python is available with various web development frameworks including Django, Flask and Bottle. Python also provided content management systems like Plone and Django CMS. Using a web development framework is easy in Python and contains various standard libraries for database interaction, OS modules and content management. These frameworks are reliable, secure, scalable and flexible for development. Ethans provides the best Python programming syllabus in Pune.
  • Application Development – Python follows modular and object oriented principles and is scalable to operate on multiple operating systems. It is a number one choice among developers for Applications Development. Python libraries and packages are helping the developer to do rapid development in the software Industry. From developing simple data processing engines to complex applications like ETL development will help developers to develop desktop and software applications, Python can do it all. Python online course certification can give you training on how to apply these principles.
  • Data Science – Whatever the need in the Data Science field, you name it and Python has it. Starting from statistical analysis of data Python has a strong library consisting of all statistical functions i.e. numpy. This library is distributed under BSD and provides strong support in providing high level syntax which makes it accessible and productive for programmers from any background or experience level. Another library built on the top of Python programming language course includes pandas, pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool. Scikit-learn is another exceptional library that provides simple and efficient tools for predictive data analysis. It is built on numpy and SciPy, and matplotlib. Another library is distributed under BSD.
  • Data Analytics – Python supports data analyzation and visualization process, this further simplifying the process of creating custom solutions minus the extra effort, time investment, and used for creating dashboards easily. Matplotlib, Seaborn, plotly are visualization tools and provides a high-level interface for drawing attractive and informative statistical graphics. Combination of pandas, numpy, Python programming and Seaborn developer creates an interactive solutions in data analytics field under various domains including retail, telecom, banking, capita, consulting, digital marketing, management and other IT related domains. You name it and we have covered under the Python course syllabus in Pune.
  • Automation Software – Python leads the automation software industry for a decade now and it’s a number one choice of automation testers and manual testers. To automate the tasks which are done manually since ages. Python has the monopoly with the backend and frontend testing industry. There are many automation testing frameworks available for users starting with Unit Testing Tools – unittest, pytest, nose, subunit, testtools, sanchoetc, Mock Testing Tools – Ludibrio, PyMock, minimock, Mox, Fudge etc, Web Testing Tools – twill, FunkLoad, PyXPCOM, windmill, Selenium, webtestetc, GUI Testing Tools – guibot, pywinauto, PyUseCas, ATOMacetc, Continuous Integration Tools – buildbot, Bitten, SVNChecker, pony-build, KREM
  • Business Applications – Python provides various frameworks for open source business apps that help in managing businesses and organizations. Business applications are  different from standard applications, as in the former demands features like readability, extensibility, and scalability. Odoo is one of very famous high demand ERP software earlier known as OpenERP which is an open source program and you never pay for it. The open source version is not crippled. You have full access to the latest versions of the modules through odoo.com, github and other code repositories. Similarly, Tryton is a three-tiers high-level general purpose application platform under the license GPL-3 written in Python and uses PostgreSQL as database engine. It’s the core base of a business solution providing modularity, scalability and security. ERPNext is another Python based application providing an effective ERP solution to run your business using on-demand, software-as-a-service platform.
  • Cloud and DevOps – Cloud Computing is the practice of using a network of remote servers hosted on the Internet to store, manage, and process data, rather than a local server or a personal computer. Cloud service vendors make use of specialized libraries and packages, tools for coding in different languages. Python can be used on these cloud computing infrastructures. The AWS SDK for Python. Boto3 makes it easy to integrate your Python application, library, or script with AWS services including Amazon S3, Amazon EC2, Amazon DynamoDB, and more.
  • Artificial Intelligence: Python is the most preferred language for Artificial Intelligence, It includes a number of brilliant awesome packages to do AI tasks. General AI Python Implementations are: AIMA, pyDatalog, SimpleAI, EasyAI etc. GraphLab, Feature Forge, Orange, PyBrain, PyMl, MIPy, Milk, scikit-learn, Shogun etc, Natural Language & Text Processing – NLTK, gensim, etc. Neural Networks – Neurolab, ffnet, Fast Artificial Neural Network Library and pyANN. Tensorflow – is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications.

Python Training Locations in Pune

Amazon Web Services Certification Training locations in Pune : Bajirao Road [411002], Yerwada [411006], Kasba Peth [411011], Dhanori [411015], Pune City [411022], Hadapsar S.O [411028], Airport [411032], Afmc [411040], Karve Road [410038], Ammunition Factory Khadki [411003], Aundh [411007], Dapodi [411012], Gokhalenagar [411016], Kudje [411023], Kothrud [411029], Mundhva [411036], Tingre Nagar [411000], A.R. Shala [411004], Baner Road [411004], Magarpatta City [411013], Botanical Garden [411020], Khadakwasla [411024], Lokmanyanagar [411030], Bibvewadi [411037], Bhavani Peth [411042], Dhayari [411041], Dhankawadi [411043], C D A O [411001], Shivajinagar [411005], Parvati [411009], 9 Drd [411014], Armament [411021], Donje [411025], Bopkhel [411031], Bhusari Colony [411038], Haveli [411045], Jambhulwadi [411046], Lohogaon [411047], Khondhwa [411048], Anandnagar [411051], Navsahyadri [411052], Chatursringi [411053], Gokhalenagar [411055], Warje [411058], Mohamadwadi Kadvasti [411060], Janaki Nagar [411066], Aundh [411067], Pimpri Chinchwad [411078], Nanded [411230], Gondhale Nagar [412029], Sathe Nagar [412047], Alandi Devachi [412105], Ambarvet [412115], Ashtapur [412207], Manjari Farm [412307], Viman Nagar 411014, Phursungi [412308], Shaniwar Peth [413337]

Syllabus of Full Stack Development Class

E&ICT, IIT Guwahati Advanced Certification in Full Stack Development

Features

Classroom Sessions

Ethans Pune provides highly professional and advanced training tailored to industry needs, with a strong emphasis on practical and project-based learning. Our program features interactive sessions with individual attention, online doubt-clearing sessions, and access to recorded backup sessions. Additionally, students benefit from a dedicated forum for addressing doubts and questions.

LMS (Learning Management System)

We offer free supplementary courses to enhance your learning and grasp the cross-functional demands of the industry. You will also have access to recorded sessions from your ongoing classes, along with study materials including assignments, projects, and POCs to guide you through your current modules.

Quiz, Assignments & POC's

Each course includes quizzes, hands-on assignments, and interview preparation tailored to each topic and module. Trainers provide assignments based on students' skill levels and project requirements, with an estimated duration of about an hour per day. These assignments focus on real-world company projects to ensure practical experience. Additionally, complementary study material is provided with every course.

E&ICT, IIT Guwahati Certification

We are affiliated with E&ICT, IIT Guwahati, and offer certifications recognized by top companies. These certifications are awarded based on assessments by industry experts, enhancing the value of your curriculum vitae and giving you an edge in your profile. Boost the weight of your resume by obtaining a course completion certificate upon successful completion of the course and projects from E&ICT, IIT Guwahati.

Real-life Case Studies

Ethans offers a range of real-time projects with practical use cases, allowing students to gain hands-on experience. This approach helps students grasp business requirements, perform detailed analysis, and tackle challenges associated with real-time implementation. By working on these projects, students not only understand theoretical concepts but also apply them in real-world scenarios.

Job Assistance Program

Upon successfully completing a course with Ethans, you may become eligible for our job assistance program. This program includes help with crafting a standout resume and optimizing online profiles to attract job opportunities. Additionally, our extensive alumni network of over 5,000 members actively shares job openings. More than 3,000 freshers and professionals have secured positions in top companies across India.

Full Stack Development Course FAQs

What are the prerequisites for full stack development Training in Pune?

To enroll in a Full Stack Development training in Pune, it’s beneficial to have a basic understanding of HTML, CSS, and JavaScript, as well as foundational programming skills in any language, such as Python or Java. Familiarity with databases and version control (like Git) is helpful but not mandatory, as many programs cover these from scratch. A willingness to learn and adapt to both front-end and back-end technologies is key!

Who should go for full stack development training in Pune?

In today’s world, there’s no age to upskill onself. Right from class eighth school boy to a well-experienced working professional, irrespective of their domains are eligible to learn full stack development. It’s the finest kick off for the freshers and icing on the cake, for others.

What if I have queries after I complete this course?

You will have access to the technical discussion forum lifetime, which will help you in resolving most of your doubts and queries. Eventually, you can connect with your respective faculty directly, else reach out to the nearest Ethans help desk for further assistance.

Who are the instructors?

Our faculties are all extensively experienced IT Industry experts and real time corporate trainers from renowned MNC’s with marvelous knowledge in the subject matter. In addition to their standard duties of imparting knowledge, faculties also undertake consulting assignments for leading Indian and Multinational Companies that gives practical exposure based on real time scenarios from their world of experience. Ethanians that upskill are able to vividly recall classes even after years. Such is the impact of our remarkable trainers on the students.

Will Ethans be providing any study materials?

Yes, Ofcourse. You will be provided with both, hard copies of the study material upon enrollment and soft copies will be shared by the respective faculties over the cloud during the program.

What types of courses are available at Ethans?

Ethans is a Market leader in Cloud, Automation and Analytics (such as Python, Data Science – Machine Learning, Artificial Intelligence, AWS, Azure, GCP, DevOps, Hadoop, Selenium, Robotics Process Automation, etc.) helps working professionals and freshers in enhancing skills in multiple technologies as per the market demand.

Does Ethans provide Job Assistance?

Yes. Ethans being one of the top notch institutes, has a wide network in the market. We do have collaboration with multiple companies that helped 3000+ freshers to get place and working professionals to switch their domains in top companies across India. On course completion, one becomes eligible for the placement assistance.

Does Ethans provide weekend classes for professionals?

There are multiple institutes which are providing software training courses, but only Ethans offers professional training on various demanding technologies with flexible timings over the weekdays as well as on weekends depending on the requirements of working professionals.

What are the profiles and experiences of trainers at Ethans?

We have a big pool with a strong and renowned team of professionals having extensive expertise in the technology they deliver. Our trainers are quite supportive and render an amicable learning environment which invigorates the student’s growth in an optimistic way. They are all with huge industry and teaching experiences. Some of them hold more than two decades of experience of the same industry.

Do I need to pay the complete fee lump sum or I can have an installment facility too?

We offer flexible payment options, including lump sum and EMI installments. Through our partnership with Bajaj Finance, you can opt for EMI payments at no extra cost. Although paying in full is preferred, we also provide the option to split the payment into six installments with bajaj. The first installment of 25% is due at the time of registration, with subsequent installments starting from the following month.

The fee which I will pay is refundable or transferable?

Cancellation by Student:

  • Before Batch Commencement: Students may cancel their enrollment up to 7 days before the batch commencement date for a refund, minus a processing fee of 20% of the total course fee against the administrative charges.

  • After Batch Commencement: Refunds will not be provided once the batch has commenced. If a student decides to withdraw after the start of the course, no refund will be issued, though they may be eligible for a partial refund based on the medical circumstances and timing of the withdrawal.

 

Cancellation by Ethans Tech:

  • Program Cancellation: In the rare event that Ethans Tech cancels a program before it starts, students will receive a full refund of the course fee or may opt to transfer to another program of their choice, subject to availability.

  • Class Rescheduling: If individual classes are rescheduled, students will be notified in advance and no refund will be issued. Rescheduled classes will be conducted at a time mutually agreed upon.

Refund Process:

  • To request a refund, students must submit a written request to the Ethans Tech accounts team, detailing the reason for cancellation and any relevant information.

  • Refunds will be processed within 15 business days of receiving the cancellation request. The amount will be credited to the original payment method.

 

Special Circumstances:

  • Refund requests due to special circumstances (e.g., medical emergencies, unforeseen events) will be reviewed on a case-by-case basis. Supporting documentation may be required for consideration.

 

Batch Change Charges:

  • Students wishing to change their batch after enrollment will incur a batch change fee of ₹5,000. This fee covers administrative costs associated with the change. Certification Delay: Please note that changing batches may result in a delay in certification, as it will depend on the schedule of the new batch. Students should consider this potential delay when requesting a batch change.

 

This policy ensures clarity and fairness in managing cancellations and refunds, and aims to accommodate both student needs and institutional requirements

What are the facilities and infrastructure at Ethans?

Ethans has a presence at four locations in Pune: Wakad, Hinjewadi, Kharadi, and Baner. However, the advanced certification program in Data Science and AI is available exclusively at our Wakad location. We look forward to gradually expanding across India with your support. Ethans is equipped with state-of-the-art infrastructure that fosters a pleasant, academically rigorous, and stimulating environment for both students and faculty.

Does Ethans provide facility to repeat the batch?

Upon enrollment at Ethans Tech, you receive a flexi pass that allows for a one-year re-joining option at the same branch and with the same trainer for an administrative charge of ₹5,000. Additionally, we provide online recorded sessions as backups. If you wish to change branches or courses, it is possible with nominal charges, subject to the institute’s norms and regulations.

Does Ethans provide Institutional Certification after the course?

We are affiliated with E&ICT, IIT Guwahati, and offer certifications recognized by top companies. These certifications are awarded based on assessments by industry experts, enhancing the value of your curriculum vitae and giving you an edge in your profile. Boost the weight of your resume by obtaining a course completion certificate upon successful completion of the course and projects from E&ICT, IIT Guwahati.

Does Ethan's conduct training at Corporates?

Yes, as a market leader, we frequently engage in corporate training, leveraging our extensive network of corporate trainers and collaborations with several top MNCs. This strong industry connection provides valuable references and ultimately enhances placement opportunities for our students.

What is the admission procedure at Ethans?

There are two ways to register with Ethans Tech: online and offline.

Online Registration: Visit the enrollment tab on our website – www.ethans.co.in – which will redirect you to the enrollment form. Fill in your essential details and proceed by paying ₹5,000 as the registration fee (which includes your standard course fees).

Offline Registration: You can contact and visit any of our nearest Ethans branches to complete the registration process with the assistance of our team at the Ethans Desk.

Looking for Industry Expert Counseling?

We are a team of 10+ Years of Industry Experienced Trainers, who conduct the training with real-time scenarios. The Global Certified Trainers are Excellent in knowledge and highly professionals. The Trainers follow the Project-Based Learning Method in the Interactive sessions.

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Advanced Certification in Full Stack Development Training Location

Latest Python Blogs

Syllabus for Advanced Certification in Full Stack Development at Ethans + E&ICT Academy + IIT Guwahati

Introduction to Computer Programming (Python)

  • Programming Foundation Concepts: Basic Terminology, Data Types and Variables, Operators and Expressions, Control Structures, Functions and Procedures, Recursion, Basic Algorithms
  • Object-Oriented Concepts: Classes and Objects, Inheritance, Polymorphism, Encapsulation, Abstraction, Method Overriding, Constructor and Destructor
  • Getting Started with Python: History of Python, Python Features, Python 2 vs Python 3, Installing Python, Running Python Scripts, Python Syntax and Semantics, Python Development Environments
  • Python Installation and Setup: Python 3.X Installation Guide, Introduction to Anaconda Python, IDEs: Jupyter Notebook, PyCharm, and VS Code, Setting Up Virtual Environments, Package Management with pip and conda
  • Python Built-in Objects: Numbers (int, float, complex), Strings, Lists, Tuples, Sets, Dictionaries, Type Conversion
  • Control Flow in Python: Conditional Statements (if, elif, else), Looping Statements (for, while), Nested Loops, Loop Control Statements (break, continue, pass), Comprehensions (List, Dict, Set), Conditional Expressions
  • Functions in Python: User Defined Functions, Lambda Functions, Function Arguments (default, keyword, arbitrary), Return Statement, Recursion, Built-in Functions, Higher-Order Functions
  • String Handling in Python: String Creation and Operations, String Methods, String Formatting, Regular Expressions, String Slicing, Escape Characters, Unicode Strings
  • Data Structures in Python: List Operations and Methods, Dictionary Operations and Methods, Set Operations and Methods, Tuple Operations and Methods, Working with Stacks and Queues, Comprehensions, Collections Module
  • File Handling in Python: Reading and Writing Files, File Methods, File Modes, Handling Binary Files, Working with CSV Files, Context Managers, File Path Operations
  • Python Libraries and Modules : Standard Library Overview, Commonly Used Libraries (os, sys, math, datetime), Importing Modules, Creating User Defined Modules, User Defined Packages, Working with init.py, Packaging and Distribution (whl Packaging)
  • Advanced Python Concepts : Object Oriented Python, Exception Handling, Debugging Techniques, Iterators and Generators, Decorators, Context Managers, Metaprogramming
  • Database Interface with Python: Introduction to Databases, SQLite in Python, CRUD Operations, Connecting to Sqlite, Database Connection Pooling, Handling Transactions
  • Working with Data Formats: Introduction to JSON Data, Parsing JSON, Creating JSON, Working with XML, Using CSV Module, pickle Module for Serialization, YAML Format
  • Web Programming with Python: Requests Module, Web Scraping with BeautifulSoup, Using Scrapy for Advanced Scraping, Working with APIs
  • Numerical Computation with Numpy: Introduction to Numpy, Numpy Arrays, Array Indexing and Slicing, Array Operations, Broadcasting, Numpy Functions, Working with Matrices
  • Data Manipulation with Pandas: Introduction to Pandas, Series and DataFrame, Reading and Writing Data, Data Cleaning, Data Transformation, Merging and Joining, Data Aggregation

Introduction to RDBMS Database (SQL)

  • Introduction of RDBMS: Definition of RDBMS, Characteristics of RDBMS, Advantages of using RDBMS, Data Models in RDBMS, Keys in RDBMS (Primary Key, Foreign Key), RDBMS vs. NoSQL, Popular RDBMS Software
  • Installing and Using MySQL: System Requirements for MySQL, Downloading and Installing MySQL, Configuring MySQL Server, MySQL Workbench Overview, Connecting to MySQL Server, Basic MySQL Commands, MySQL User Management
  • Querying Single Table: SELECT Statement Basics, Filtering Data with WHERE Clause, Sorting Data with ORDER BY Clause, Using LIMIT to Restrict Rows, Aggregation Functions (COUNT, SUM, AVG), Grouping Data with GROUP BY, Handling NULL Values
  • Modifying Data and Table Structures: Inserting Data (INSERT INTO), Updating Data (UPDATE), Deleting Data (DELETE), Modifying Table Structure (ALTER TABLE), Dropping Tables and Databases, Adding and Removing Columns, Renaming Tables and Columns
  • Querying Multiple Tables: Introduction to Joins, Inner Join, Left Join, Right Join, Full Outer Join, Cross Join, Using Aliases for Table Names
  • Constraints of SQL: Primary Key Constraints, Foreign Key Constraints, Unique Constraints, Not Null Constraints, Check Constraints, Default Constraints, Enforcing Constraints in MySQL
  • Importing and Exporting Data: Importing Data from CSV Files, Exporting Data to CSV Files, Using MySQL Workbench for Import/Export, Using LOAD DATA INFILE, Using SELECT INTO OUTFILE, Data Formats for Import/Export, Handling Errors During Import/Export
  • Working With Expressions: Arithmetic Expressions, String Expressions, Date and Time Expressions, Logical Expressions, Conditional Expressions (CASE), Using Functions in Expressions, Combining Expressions
  • Database Normalization: Introduction to Normalization, First Normal Form (1NF), Second Normal Form (2NF), Third Normal Form (3NF), Boyce-Codd Normal Form (BCNF), Advantages of Normalization, Denormalization
  • Grouping and Summarizing Data: Using GROUP BY Clause, Using HAVING Clause, Aggregate Functions (SUM, AVG, MAX, MIN), Counting Rows with COUNT, Grouping Sets and Rollup, Pivoting Data, Summarizing Data with Subqueries
  • Triggers & Cursor: Introduction to Triggers, Creating Triggers in MySQL, BEFORE and AFTER Triggers, Row-Level and Statement-Level Triggers, Managing Trigger Execution Order, Debugging Triggers, Use Cases for Triggers. Introduction to Cursors, Declaring Cursors in MySQL, Opening and Closing Cursors, Fetching Data with Cursors, Cursor Looping, Handling Exceptions in Cursors, Use Cases for Cursors
  • Functions: Built-in Functions in MySQL, String Functions (CONCAT, LENGTH), Numeric Functions (ROUND, CEIL), Date and Time Functions (NOW, DATE_ADD), Aggregate Functions (SUM, AVG), Creating User-Defined Functions, Using Functions in Queries
  • Designing and Creating a Database: Database Design Principles, Entity-Relationship (ER) Modeling, Creating ER Diagrams, Defining Tables and Relationships, Choosing Data Types, Setting Up Primary and Foreign Keys, Implementing Business Rules with Constraints
  • Exploring and Processing on Data : Data Exploration Techniques, Descriptive Statistics in SQL, Data Cleaning and Transformation, Data Integration from Multiple Sources, Using Subqueries for Data Processing, Analyzing Data Patterns, Using SQL for Data Reporting
  • Advanced Querying Techniques: Subqueries and Nested Queries, Common Table Expressions (CTEs), Window Functions, Recursive Queries, Dynamic SQL, Query Optimization Techniques, Advanced Join Operations.

 

Data Structures and Algorithm
  • Introduction to Data Structures: Definition and importance of data structures, Types of data structures (primitive and non-primitive), Abstract Data Types (ADTs), Data Structure operations (insertion, deletion, traversal, searching, sorting), Complexity analysis (time and space complexity), Big O notation, Applications of data structures
  • Stacks & Queues: Definition and applications of stacks, Stack operations (push, pop, peek), Implementation of stacks (array-based and linked-list based), Definition and applications of queues, Queue operations (enqueue, dequeue, front, rear), Types of queues (circular queue, priority queue, deque), Implementation of queues (array-based and linked-list based)
  • Binary Search Tree (BST): Definition and properties of BST, Operations on BST (insertion, deletion, searching), Tree traversal methods (in-order, pre-order, post-order), Balanced vs. unbalanced BSTs, AVL Trees (rotations, balancing factor), Red-Black Trees (properties, insertion, deletion), Applications of BST
  • DS – Arrays: Definition and properties of arrays, Array operations (traversal, insertion, deletion, searching), Multidimensional arrays, Dynamic arrays (ArrayList, Vector), Sparse arrays, Array applications, Memory allocation in arrays
  • Heaps: Definition and properties of heaps, Types of heaps (min-heap, max-heap), Heap operations (insertion, deletion, heapify), Heap sort algorithm, Priority queues using heaps, Binary heap implementation (array-based), Applications of heaps
  • DS – Linked List: Definition and properties of linked lists, Types of linked lists (singly, doubly, circular), Linked list operations (insertion, deletion, traversal, searching), Implementing stacks and queues using linked lists, Comparison of linked lists with arrays, Memory allocation in linked lists, Applications of linked lists
  • Searching and Sorting Algorithms: Linear search, Binary search, Bubble sort, Selection sort, Insertion sort, Merge sort, Quick sort
  • Hash Maps: Definition and properties of hash maps, Hashing functions (types and properties), Collision resolution techniques (chaining, open addressing), Hash map operations (insertion, deletion, searching), Load factor and rehashing, Implementing hash maps in different programming languages, Applications of hash maps

 

HTML, CSS & B0otstrap
  • Introduction to HTML: HTML Structure and Syntax, Basic HTML Tags (head, body, title, etc.), Creating Paragraphs and Headings, Lists (Ordered and Unordered), HTML Attributes and Elements, Adding Comments in HTML, Creating Links and Anchors
  • Bootstrap Grid System: Introduction to Bootstrap Grid, Container Classes, Row and Column Classes, Responsive Grid System, Grid Alignment and Offset Classes, Nesting Columns, Using the Grid for Layout
  • Bootstrap Components: Buttons and Button Groups, Navigation Bars, Modals and Dialog Boxes, Alerts and Notifications, Carousels and Sliders, Pagination, Tabs and Pills
  • HTML Text Formatting: Bold, Italics, and Underline, Superscript and Subscript, Text Alignment and Indentation, Creating Blockquotes, HTML Character Entities, Highlighting Text, Working with Preformatted Text
  • Advanced HTML Techniques: Semantic HTML Elements, HTML5 New Elements (article, section, etc.), Audio and Video Embedding, Creating Tables, Forms and Input Types, Data Attributes, Microdata and Metadata
  • Building a Complete Website: Planning and Structuring Your Website, Creating a Homepage, Building Navigation Menus, Adding Content Pages (About, Contact, etc.), Using Bootstrap Components, Ensuring Responsiveness, Testing and Debugging
  • Bootstrap Forms: Basic Form Structure, Form Control Classes, Form Layouts (Inline, Horizontal), Input Groups, Validation States, Custom Forms (Select, File Input), Styling Forms with Bootstrap
  • Advanced Bootstrap Techniques: Customizing Bootstrap with Sass, Using Bootstrap Utilities, Extending Bootstrap Components, Creating Custom Themes, Bootstrap JavaScript Plugins, Advanced Grid Layouts, Performance Optimization
  • Deploying a Website: Preparing Your Site for Deployment, Choosing a Web Hosting Provider, Domain Name Registration, Uploading Files via FTP, Configuring DNS Settings, Setting Up SSL Certificates, Website Maintenance and Updates
  • Working with Links and Images in HTML: Creating Hyperlinks, Linking to External and Internal Pages, Opening Links in New Tabs/Windows, Adding Images to a Page, Image Attributes (alt, width, height), Creating Image Links, Using Responsive Images with Bootstrap
  • Introduction to HTML: HTML Structure and Syntax, Basic HTML Tags (head, body, title, etc.), Creating Paragraphs and Headings, Lists (Ordered and Unordered), HTML Attributes and Elements, Adding Comments in HTML, Creating Links and Anchors
  • Bootstrap Grid System: Introduction to Bootstrap Grid, Container Classes, Row and Column Classes, Responsive Grid System, Grid Alignment and Offset Classes, Nesting Columns, Using the Grid for Layout
  • Bootstrap Components: Buttons and Button Groups, Navigation Bars, Modals and Dialog Boxes, Alerts and Notifications, Carousels and Sliders, Pagination, Tabs and Pills
  • HTML Text Formatting: Bold, Italics, and Underline, Superscript and Subscript, Text Alignment and Indentation, Creating Blockquotes, HTML Character Entities, Highlighting Text, Working with Preformatted Text
  • Advanced HTML Techniques: Semantic HTML Elements, HTML5 New Elements (article, section, etc.), Audio and Video Embedding, Creating Tables, Forms and Input Types, Data Attributes, Microdata and Metadata
  • Building a Complete Website: Planning and Structuring Your Website, Creating a Homepage, Building Navigation Menus, Adding Content Pages (About, Contact, etc.), Using Bootstrap Components, Ensuring Responsiveness, Testing and Debugging
  • Bootstrap Forms: Basic Form Structure, Form Control Classes, Form Layouts (Inline, Horizontal), Input Groups, Validation States, Custom Forms (Select, File Input), Styling Forms with Bootstrap
  • Advanced Bootstrap Techniques: Customizing Bootstrap with Sass, Using Bootstrap Utilities, Extending Bootstrap Components, Creating Custom Themes, Bootstrap JavaScript Plugins, Advanced Grid Layouts, Performance Optimization
  • Deploying a Website: Preparing Your Site for Deployment, Choosing a Web Hosting Provider, Domain Name Registration, Uploading Files via FTP, Configuring DNS Settings, Setting Up SSL Certificates, Website Maintenance and Updates
  • Working with Links and Images in HTML: Creating Hyperlinks, Linking to External and Internal Pages, Opening Links in New Tabs/Windows, Adding Images to a Page, Image Attributes (alt, width, height), Creating Image Links, Using Responsive Images with Bootstrap

 

Django: Web Framework
  • Overview and Installation: Introduction to Django, Setting up a virtual environment, Installing Django, Creating a Django project, Understanding the project structure, Running the development server, First steps with Django admin
  • Forms and Generic Views: Understanding Django forms, Creating and using forms, Form validation and handling errors, Working with generic views, Using FormView, CreateView, and UpdateView, Integrating forms with models, Customizing form templates
  • Customizing Apps with Admin: Introduction to Django admin interface, Customizing the admin interface, Registering models with admin, Custom admin actions, Adding custom admin views, Admin site settings and configurations, Enhancing admin with third-party packages
  • Requests and Responses: Understanding the request-response cycle, Handling HTTP methods (GET, POST, etc.), Working with request data, Generating responses, Redirects and HTTP status codes, Middleware and request processing, Content negotiation and response formats
  • Reusable Apps with Packages: Creating reusable Django apps, Packaging and distributing Django apps, Using third-party packages, Understanding Django package structure, Installing and configuring packages, Best practices for reusable apps, Contributing to open-source Django packages
  • Models and Admin Site: Defining models, Model fields and options, Model relationships (OneToOne, ForeignKey, ManyToMany), Querying the database with ORM, Customizing model admin interface, Model validations and constraints, Using Django migrations
  • Views and Templates: Understanding Django views, Function-based vs. class-based views, Creating and using templates, Template inheritance and context, Using template tags and filters, Handling static files and media, Creating custom template tags
  • Introduction to AWS for Django: Overview of AWS services, Setting up AWS account, Deploying Django on AWS EC2, Using AWS S3 for static and media files, Setting up RDS for Django databases, Configuring Django with AWS services, Monitoring and scaling Django applications on AWS
 
Flask: Web Framework
  • Flask Overview and Installation: Introduction to Flask, Installing Flask, Setting up a virtual environment, Creating a basic Flask app, Flask project structure, Running the Flask development server, Introduction to Flask’s request-response cycle
  • Blog Blueprint: Understanding Flask Blueprints, Creating a blog blueprint, Registering blueprints with the main app, Structuring routes and views in blueprints, Using templates with blueprints, Blueprint-specific configurations, Organizing static files in blueprints
  • Reusable Apps with Packages: Creating reusable Flask apps, Structuring Flask packages, Using third-party Flask extensions, Packaging and distributing Flask apps, Installing and configuring Flask packages, Best practices for reusable Flask apps, Contributing to open-source Flask packages
  • Project Layout and Application: Best practices for project layout, Structuring a Flask application, Organizing routes, models, and templates, Configuring the Flask app, Using blueprints for modular applications, Handling static and media files, Setting up Flask extensions

  • Blueprints & Views: Deep dive into Flask Blueprints, Creating and managing views, URL routing and parameter handling, Using templates with views, Error handling in views, Redirects and URL building, Blueprint-specific error handling

  • Define and Access Database: Setting up a database with Flask, SQLAlchemy integration with Flask, Defining models and relationships, CRUD operations with SQLAlchemy, Using Flask-Migrate for database migrations, Querying the database with SQLAlchemy, Handling database sessions

  • Templates: Introduction to Jinja2 templating engine, Creating and using templates in Flask, Template inheritance and includes, Using template variables and context, Implementing template filters and macros, Handling static files in templates, Creating custom Jinja2 filters
  • Introduction to AWS for Flask: Overview of AWS services, Setting up AWS account for Flask deployment, Deploying Flask on AWS EC2, Using AWS S3 for static and media files, Setting up RDS for Flask databases, Configuring Flask with AWS services, Monitoring and scaling Flask applications on AWS
  • Reusable Apps with Packages: Creating reusable Flask apps, Structuring Flask packages, Using third-party Flask extensions, Packaging and distributing Flask apps, Installing and configuring Flask packages, Best practices for reusable Flask apps, Contributing to open-source Flask packages

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