Artificial Intelligence - Future Technology J&K

Language: English & Hindi

Instructors: Just Learn

 

Why this course?

Description

Course Curriculum

SEDI Introduction
Bhagwanpur-26July2021-Introduction to Programming Languages
Bhagwanpur-27July2021-Getting Started with Python Programming Language, Brief History, Advantages & Disadvantages
Bhagwanpur-28july2021-Interpreted v/s Compiled Language
Bhagwanpur-29July2021-Installing and Configuring Python, Various Ways to Interact with Python
Bhagwanpur-30July2021-Getting Started with Programming Concepts, Code Convention, Indentation Rules
Bhagwanpur-31July2021-Tokens of Python, Keywords and Literals, Nature of Python for diff. type of Literals
Bhagwanpur- 2nd Aug 2021- AI-Identifiers, Primitive Data Type, Non-Primitive / Reference Data Type
Bhagwanpur-3rd Aug 2021-AI-Variables, Primitive Variables, Non Primitive Variables, Scope of Variables
Bhagwanpur-4th Aug 2021- AI- Deep Understanding of String, String Constant Pool, Memory Management for String and Other Data Types
Bhagwanpur-5th Aug 2021-AI-String Creation, Format String using C lang. & Python lang. Standards
Bhagwanpur-7th Aug 2021-AI-Python Basics Test
Bhagwanpur-9th Aug 2021-AI-Accessment of String, Indexing, Slicing and its rules
Bhagwanpur-10th Aug 2021-AI-Utility Method Support for String (More than 40 Methods)
Bhagwanpur-11th Aug 2021-AI-Practice, Test and Exercises
Bhagwanpur-12th Aug 2021-AI-Getting Started with Flow of Control Statements, Area of Using, Logic Building, Control Statements
Bhagwanpur-13th Aug 2021-AI-Conditional Statements, All Flavours of if, Match Case Statement
Bhagwanpur-14th Aug 2021-AI-Quiz/ Assessment
Bhagwanpur-16th Aug 2021-AI-Iterational Statements, for loop, for else loop, nested for loop, Exercises
Bhagwanpur-17th Aug 2021-AI-Iterational Statements, while loop, while else loop, nested while loop
Bhagwanpur-18th Aug 2021-AI-Practice and Exercises of Flow of Control Statements
Bhagwanpur-19th Aug 2021-AI-Introduction to Data Structures, Permanent Data Structure, Temporary Data Structures, Areas of Implementation
Bhagwanpur-20th Aug 2021-AI-Python List, Introduction, Creation, Mechanism, Memory Management for List, Mutable and Immutable Objects
OOP in Python | Object Oriented Programming
Quiz/ Assessment
Bhagwanpur-23rd Aug 2021-AI-Introduction to Functional Programming, Benefits of Functional Programming, Core Concepts of Functional Programming
Bhagwanpur-24th Aug 2021-AI-Anonymous Functions, Built-in |Universal Functions, User Defined Functions
Bhagwanpur-25th Aug 2021-AI-Bhagwanpur-25th Aug 2021-AI-Diff types of functions, types of arguments, role of function annotations
Bhagwanpur-26th Aug 2021-AI-inner functions, closure functions and its use, aliasing functions
Bhagwanpur-27th Aug 2021-AI-Gettings Started with Python Packages and Modules, flow of packages and module executions, the preprocessing for packages and modules
Quiz/Assessment
Bhagwanpur-31st Aug 2021-AI-Introduction to Object Oriented Programming, Understanding the Encapsulation,Abstraction,Polymorphism and Inheritance
Bhagwanpur-1st Sep. 2021-AI-Python Classes and their attributes, instance & static variables, instance,static,class and factory methods and their use cases
Bhagwanpur-2nd Sep. 2021-AI-creation of classes using static and dynamic ways, magic methods of classes and decorators of oops
Bhagwanpur-3rd Sept 2021-AI-creating All types of Linked Lists, stacks and queues (Data Structure) and Meta class
Quiz/Assessment
Python Test
Python Notes For Professionals
Python Notes 1.0
bhagwanpur ai 09-aug Session Notes
bhagwanpur ai 10-aug
bhagwanpur ai 12-aug
bhagwanpur ai 16-aug
bhagwanpur ai 17-aug
bhagwanpur ai 17-aug programs
bhagwanpur ai 18-aug
bhagwanpur ai 19-aug
bhagwanpur ai 20-aug
bhagwanpur ai 23-aug
bhagwanpur ai 24-aug
bhagwanpur ai 25-aug
bhagwanpur ai 26-aug
bhagwanpur ai 27-aug
Python Introduction
Conditional and Looping Construct
String and Its Operations
List, Tuple and Sets
Dictionary
Functions in Python
Procedural vs Modular Programming
File Handling
Exception Handling
Communication with Network Server
GUI Programming with Tkinter
Database in Python
Data Analytics
Bhagwanpur-8th sep. 2021-Introduction to Artificial Intelligence
Bhagwanpur-9th sep. 2021-Introduction to Artificial Intelligence
Bhagwanpur-10th sep. 2021-Getting Started with NumPy
Bhagwanpur-11th sep. 2021-Introduction to Data Frames, Ways to create Data Frame, Dealing with Structured/Tabular Data
Bhagwanpur-13th sep. 2021-Data Types of numpy, ways to access numpy arrays, normal and advanced slicing over numpy arrays
Bhagwanpur-14th sep. 2021-universal functions of numpy arrays and broadcasting rules,Understanding the forms of data, quantitative, qualitative, categorical and ordinal data
Bhagwanpur-15th sep. 2021-Introduction to Data Frames, Ways to create Data Frame, Dealing with Structured/Tabular Data
Bhagwanpur-16th sep. 2021-Loading Data Frame from, excel, csv, tsv, clipboard, local database, server database and from other resourcesLoading Data Frame from, excel, csv, tsv, clipboard, local database, server database and from other resources
Bhagwanpur-17th sep. 2021-Loading Data Frame from, excel, csv, tsv, clipboard, local database, server database and from other resources
Bhagwanpur-18th sep. 2021-Numpy Revision and Excercise
Numpy Test
Bhagwanpur-21st sep. 2021-Writing Data Frames to excel, csv, tsv, local database, server database, and to other resources
Python Pandas Introduction
Bhagwanpur-22nd sep. 2021 - manipulating data frames, renaming, replacing and iteraional operations on data frames
Bhagwanpur-23rd sep. 2021 dealing with missing values with dropna, fillna, interpolate and replace methods
Bhagwanpur-24th sep. 2021 time series analysis, performing statistical operations on time series data, time wise operations
Bhagwanpur-25th sep- Revision Class
Bhagwanpur-27th sep-time series analysis, performing statistical operations on time series data, time wise operations
Numpy Tutorial in Hindi
Bhagwanpur-29th sep-Getting Starting with Matplotlib
Bhagwanpur-Doubt Clearing Session-(29/09/21)
Bhagwanpur-30th sep- How to draw lines, Markers,grids etc in Marplotlib
AI Notes
What is Artificial Intelligence
Module 3
Getting started with Tkinter (python gui)
Bhagwanpur-4th Oct- Learn how to create Labels, Text Box, Buttons etc.
Bhagwanpur-5th Oct-Creating Menus, Listbox, Getting value from List
Quiz Test- Pandas and Matplotlib
Bhagwanpur-7th Oct-Slider Box, Message Box,click me dialog box
BHagwanpur AI 9 Oct-Complete Registration form using Tkinter
Bhagwanpur AI 11 Oct-askopenfiles,asksaveFiles using Tkinter
Bhagwanpur AI 12 Oct- Frame,scale(Horizintal and Vertical) using Tkinter
Bhagwanpur AI 13 Oct-Top level Window and calculater using tkinter
WAP to create Registration form and calculator in different level window using Tkinter
Bhagwanpur AI 14 Oct- tree view(Simple and Hierarchical) using tkinter
Tkinter Test
Bhagwanpur AI 18 Oct-Bind,event using tkinter
Bhagwanpur AI 19 oct- Notepad Project (Part 1) using tkinter.
Bhagwanpur AI 20 oct- Notepad Project (Part 2) using tkinter.
Bhagwanpur AI 21 oct- Notepad project (part 3) and Digital clock using tkinter.
Bhagwanpur AI 22 oct-mysql database in python
mysql python
Bhagwanpur AI 25oct- mysql connection,table query in my sql python
Bhagwanpur AI 26oct- Quiz project[part 1] mywql python
Bhagwanpur AI 27oct- Quiz project[part2] in mysql python
Bhagwanpur AI 28 oct-Quiz Project (Part 3) in mysql python
Bhagwanpur AI 29oct-Registration page using tkinter and mysql python
Bhagwanpur AI 30Oct-mysql python quiz
Bhagwanpur AI 1 November- WAP for registration and login using tkinter and mysql
BHagwanpur AI 8 Nov -WAP Registration and Login Form using tkinter and mysql
Bhagwanpur AI 9 Nov -Complete registration and login form using tkinter and mysql
Tkinter and sql
Bhagwanpur AI 13 Nov- Revision Numphy
Bhagwanpur AI 11 Nov-Go through Tkinter docs today
BHagwanpur AI 13 Nov-Read this doc for numpy practice
Module 4
Sklearn complete this video for new module
2-ML Advance
Bhagwanpur AI 18 Nov-Numphy test
Bhagwanpur AI 23 Nov-Machine Learning
Bhagwanpur AI 23 Nov-Machine Learning(Part2)
Bhagwanpur AI 24 Nov-Simple linear Regression Machine learning
Bhagwanpur AI 25Nov-Data preprocessing ML
Bhagwanpur AI 26 Nov-Multiple linear regression ML
Salary_Data set for ML
Data set 2 for ML
50_Startups data set
Bhagwanpur AI 27 Nov-Multiple linear regression ML
Bhagwanpur AI 29 Nov -Polynomial Linear Regression ML
Bhagwanpur AI 30 Nov -Polynomial Linear Regression ML
IMPORTANT NOTICE
Bhagwanpur AI 30 Nov -Polynomial Linear Regression ML
Bhagwanpur AI 1 dec- ML introduction basics
Bhagwanpur AI 2 dec-Support Vector Regression(SVR) ML
Bhagwanpur AI 3 dec-Support Vector Regression(SVR) ML
Position_Salaries Dataset
Bhagwanpur AI 6 dec-Decision Tree Regression ML
Decision tress Regression
Bhgwanpur AI 7 dec-Decision Tree regression ML
Bhagwanpur AI 8 Dec-Random Forest Regression ML
Bhagwanpur AI 9 Dec-Logestic Regression ML
Bhagwanpur AI 10 Dec-Logestic Regression ML
logestic Regression
Bhagwanpur AI 13 Dec-K-Nearest Neighbors ML
Social_Network_Ads dataset
Bhagwanpur AI 14 dec-K Nearest Neighbor ML
Bhagwanpur AI 15 dec-Support Vector Machine (SVM) ML
Bhagwanpur AI 16 dec-Support Vector Machine (SVM) ML
Bhagwanpur AI 18 dec-Kernal SVM ML
Bhagwanpur AI 20 dec-Regression ML Quiz
Bhagwanpur AI 21 dec-Kernal SVM ML
Bhagwanpur AI 22 dec-Naive Byes Intoduction ML
Bhagwanpur AI 23 dec-Naive bayes ML
Bhagwanpur AI 24 dec-Decision Tree Classification ML
Bhagwanpur AI 20 dec-Regression Quiz
Bhagwanpur AI 23 dec-Naive Bayes Part(2) ML
Module 5
Bhagwanpur AI 26 dec-K-Means Clustering ML
Bhagwanpur AI 29 dec-Hierarchical Clustering ML
Bhagwanpur AI 1 Jan-Hierarchical Clustering (Part 2) ML
Association Rule Learning
Bhagwanpur AI 3 Jan-Apriori ML
Bhagwanpur AI 5 Jan-Apriori(Part 2) ML
Bhagwanpur AI 6 Jan-Eclat ML
Bhagwanpur AI 7 Jan-Thompson Sampling ML
Bhagwanpur AI 8 Jan-Thompson Sampling(Part 2) ML
Bhagwanpur AI 10 Jan-NLP ML
Bhagwanpur AI 11 Jan-NLP(Part 2) ML
Deep Learning
Bhagwanpur AI 12 Jan-Artificial Neural Network ML
Bhagwanpur AI 13 Jan-Artificial Neural Network(Part2) ML
Bhagwanpur AI 14 Jan-Artificial Neural Network(Part3) ML
Bhagwanpur AI 15 Jan-Convolutional Neural Network ML
Bhagwanpur AI 14 Jan-Convolutional Neural Network(Part2) ML
Bhagwanpur AI 17 Jan-Convolutional Neural Network(Part 3) ML
Bhagwanpur AI 27 dec-K-Means Clustering (Part 2) ML
Bhagwanpur AI 30 dec-Classification ML
Bhagwanpur AI 31 dec-Make Snake game using Tkinter
Market_Basket_Optimisation Association Rule learning

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