Канал: Autonise

How to use Debugger in VS Code

How to use Debugger in VS Code

Flask

Flask

Sequence Models in Neural Networks

Sequence Models in Neural Networks

Database Architecture

Database Architecture

Introduction to MongoDB and PyMongo

Introduction to MongoDB and PyMongo

Advanced Natural Language Processing

Advanced Natural Language Processing

Why ML Became Popular After 2012

Why ML Became Popular After 2012

Understanding the CIFAR 10 Dataset

Understanding the CIFAR 10 Dataset

Torch Custom Data-Loader

Torch Custom Data-Loader

Image Processing using Numpy

Image Processing using Numpy

Introduction to Pytorch

Introduction to Pytorch

Understanding Gradients in Neural Networks

Understanding Gradients in Neural Networks

Understanding Neural Networks | Session 1

Understanding Neural Networks | Session 1

Introduction to AWS

Introduction to AWS

Gradients - Heart of Machine Learning

Gradients - Heart of Machine Learning

Converting Angular to Ionic

Converting Angular to Ionic

Creating a proxy server using NGINX

Creating a proxy server using NGINX

Deploy your Angular/Ionic Front End along with Flask/Django Backend on AWS using NGINX

Deploy your Angular/Ionic Front End along with Flask/Django Backend on AWS using NGINX

Connecting Angular with Django API | Autonise | Django

Connecting Angular with Django API | Autonise | Django

What is CORS: Cross-site resource sharing | Angular | Django

What is CORS: Cross-site resource sharing | Angular | Django

Request library demo in python | Autonise | Django

Request library demo in python | Autonise | Django

API development in Django Part - 1 | Autonise | Django

API development in Django Part - 1 | Autonise | Django

Django Views and Urls | Autonise | Django

Django Views and Urls | Autonise | Django

Making your own JSON Database | Autonise | Django

Making your own JSON Database | Autonise | Django

Introduction to Database | Autonise | Django

Introduction to Database | Autonise | Django

Hello World Application in Django | Autonise | Django

Hello World Application in Django | Autonise | Django

Introduction to Backend | Autonise | Django

Introduction to Backend | Autonise | Django

Understanding Loss functions | Their Advantages and Disadvantages

Understanding Loss functions | Their Advantages and Disadvantages

Understanding Convolution Neural Networks, Pooling and Adversarial Attacks

Understanding Convolution Neural Networks, Pooling and Adversarial Attacks

Vanishing Gradient Problem and Activation Functions

Vanishing Gradient Problem and Activation Functions

Momentum based Gradient Descent and Automated Optimization Techniques Empirical

Momentum based Gradient Descent and Automated Optimization Techniques Empirical

Best Practices when training your neural network model

Best Practices when training your neural network model

Solutions to Overfitting in Machine Learning

Solutions to Overfitting in Machine Learning

Interesting Loss plots and Why we use validation dataset

Interesting Loss plots and Why we use validation dataset

Identically and Independently Distributed Assumption in Machine Learning

Identically and Independently Distributed Assumption in Machine Learning

Understanding What is Overfitting in Neural Networks

Understanding What is Overfitting in Neural Networks

Topics Covered in Advance Neural Network

Topics Covered in Advance Neural Network

Ionic Session 2

Ionic Session 2

Ionic Session 1

Ionic Session 1

K-Means + SVM(support vector machine) | Clustering | Unsupervised Learning

K-Means + SVM(support vector machine) | Clustering | Unsupervised Learning

Algorithm Development | Dataset | Training & Testing | Confusion Matrix

Algorithm Development | Dataset | Training & Testing | Confusion Matrix

Linear Regression | Regression | Supervised Learning

Linear Regression | Regression | Supervised Learning

K-Nearest Neighbors | Classification | Supervised Learning

K-Nearest Neighbors | Classification | Supervised Learning

Introduction to Machine learning | Supervised Learning | Unsupervised Learning

Introduction to Machine learning | Supervised Learning | Unsupervised Learning

Introduction To Angular and Basics of TypeScript

Introduction To Angular and Basics of TypeScript

Data Sharing and Directives in Angular

Data Sharing and Directives in Angular

Introduction to Angular CLI, Components and Data Binding

Introduction to Angular CLI, Components and Data Binding

HTTP Module and Routing in Angular

HTTP Module and Routing in Angular

Classes in Python

Classes in Python

Introduction to Python

Introduction to Python

Logical expressions and Data Structures in python

Logical expressions and Data Structures in python

Make a Calculator using JavaScript with Bootstrap

Make a Calculator using JavaScript with Bootstrap

Document object model (DOM) vs Browser object model (BOM)

Document object model (DOM) vs Browser object model (BOM)

AJAX Javascript Introduction | Asynchronous way to fetch data from the server

AJAX Javascript Introduction | Asynchronous way to fetch data from the server

Introduction to JavaScript | Write JavaScript code inside Chrome

Introduction to JavaScript | Write JavaScript code inside Chrome

Convert your Ionic project to Android App (generate APK from the Ionic app)

Convert your Ionic project to Android App (generate APK from the Ionic app)

Routing in Ionic (Make login page for your app)

Routing in Ionic (Make login page for your app)

HTTP Client in Ionic (Connect to server)

HTTP Client in Ionic (Connect to server)

UI components in Ionic (Tabs, Ion-Grid, Ion-Cards, Buttons)

UI components in Ionic (Tabs, Ion-Grid, Ion-Cards, Buttons)

Introduction to Ionic CLI | Hello world mobile App in Ionic

Introduction to Ionic CLI | Hello world mobile App in Ionic

Introduction to Ionic | Ionic & Android Studio Installation

Introduction to Ionic | Ionic & Android Studio Installation

Interfaces and Classes in TypeScript

Interfaces and Classes in TypeScript

TypeScript and data types in TypeScript

TypeScript and data types in TypeScript

Introduction to Angular

Introduction to Angular

Components in Angular

Components in Angular

Introduction to Angular CLI

Introduction to Angular CLI

Communicating with Server (GET request)

Communicating with Server (GET request)

Routing in Angular (it's a one-page Application !)

Routing in Angular (it's a one-page Application !)

Services in Angular and What is dependency injection?

Services in Angular and What is dependency injection?

Directives in Angular (ngIf & ngFor)

Directives in Angular (ngIf & ngFor)

Data sharing in Angular (Input & Output decorators)

Data sharing in Angular (Input & Output decorators)

Two-way Data Binding in Angular

Two-way Data Binding in Angular

One-way Data Binding in Angular with Template reference variable

One-way Data Binding in Angular with Template reference variable

Object-oriented programming(OOPs) with Python

Object-oriented programming(OOPs) with Python

More about using Python in the real project

More about using Python in the real project

More about Classes and Dunder in Python

More about Classes and Dunder in Python

Introduction to Classes and Objects in Python

Introduction to Classes and Objects in Python

If-Else and Loops in Python and Define your first function in Python

If-Else and Loops in Python and Define your first function in Python

Loops with Data Structures in Python

Loops with Data Structures in Python

Data Structures in Python (list, set, tuple, dictionary)

Data Structures in Python (list, set, tuple, dictionary)

Python string operations and formatting

Python string operations and formatting

Hands-on with variables and operators in Python

Hands-on with variables and operators in Python

Getting started with Python (How to run python code and variables in Python)

Getting started with Python (How to run python code and variables in Python)

Introduction to Python & Installing Anaconda

Introduction to Python & Installing Anaconda

Interactive Websites with JavaScript

Interactive Websites with JavaScript

Designing your HTML using CSS + BootStrap

Designing your HTML using CSS + BootStrap

Introduction to Web Development and Understanding HTML

Introduction to Web Development and Understanding HTML

Introduction to CSS | Know how to style your HTML page

Introduction to CSS | Know how to style your HTML page

Introduction to Bootstrap | Make your HTML page responsive with CSS framework

Introduction to Bootstrap | Make your HTML page responsive with CSS framework

Introduction to HTML | Make your very first Web Page

Introduction to HTML | Make your very first Web Page

Introduction to Web Development | How the Internet works | How Web page is made

Introduction to Web Development | How the Internet works | How Web page is made