Dominic  Feeney

Dominic Feeney

1624685523

Let’s Create Tensors like NumPy Arrays

Tensors are nothing but matrix representations of multi-dimensional arrays

Every long journey starts with a simple step. Like that, this is the first step of a long journey — Deep Learning and Neural Networks. TensorFlow, which Google develops, is a deep learning library specially created for deep learning tasks. But it is not limited to deep learning tasks, it can also be used for general machine learning. It has both high-level and low-level APIs. The high-level API can be used to build complex deep learning models with a few lines of code. The low-level API allows you to get more customization on your tasks.

A great way to getting started with a new library is to examine its data structures. Like that, we’ll get started with TensorFlow 2 by examining its main data structure — Tensor. The word “Tensor” is a technical term used in deep learning. Therefore, tensors are nothing but matrix representations of multi-dimensional arrays.

#tensor #python #technology #tensorflow #deep-learning #let’s create tensors like numpy arrays

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Let’s Create Tensors like NumPy Arrays
Dominic  Feeney

Dominic Feeney

1624685523

Let’s Create Tensors like NumPy Arrays

Tensors are nothing but matrix representations of multi-dimensional arrays

Every long journey starts with a simple step. Like that, this is the first step of a long journey — Deep Learning and Neural Networks. TensorFlow, which Google develops, is a deep learning library specially created for deep learning tasks. But it is not limited to deep learning tasks, it can also be used for general machine learning. It has both high-level and low-level APIs. The high-level API can be used to build complex deep learning models with a few lines of code. The low-level API allows you to get more customization on your tasks.

A great way to getting started with a new library is to examine its data structures. Like that, we’ll get started with TensorFlow 2 by examining its main data structure — Tensor. The word “Tensor” is a technical term used in deep learning. Therefore, tensors are nothing but matrix representations of multi-dimensional arrays.

#tensor #python #technology #tensorflow #deep-learning #let’s create tensors like numpy arrays

Luna  Hermann

Luna Hermann

1595467140

NumPy Array Tutorial - Python NumPy Array Operations and Methods

The most important feature of NumPy is the homogeneous high-performance n-dimensional array object. Data manipulation in Python is nearly equivalent to the manipulation of NumPy arrays. NumPy array manipulation is basically related to accessing data and sub-arrays. It also includes array splitting, reshaping, and joining of arrays. Even the other external libraries in Python relate to NumPy arrays.

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Numpy Array Basics

Arrays in NumPy are synonymous with lists in Python with a homogenous nature. The homogeneity helps to perform smoother mathematical operations. These arrays are mutable. NumPy is useful to perform basic operations like finding the dimensions, the bite-size, and also the data types of elements of the array.

NumPy Array Creation

Array Creation in NumPy

1. Using the NumPy functions

NumPy has a variety of built-in functions to create an array.

a. Creating one-dimensional array in NumPy

For 1-D arrays the most common function is np.arange(…), passing any value create an array from 0 to that number.

  1. import numpy as np
  2. array=np.arange(20)
  3. array

Output

array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11,12, 13, 14, 15, 16, 17, 18, 19])

We can check the dimensions by using array.shape.

#numpy tutorials #array in numpy #numpy array #python numpy array

Create an App like YouTube

Are you planning to build an app like YouTube? AppClues Infotech is the best custom video-sharing mobile app development company in the USA and offers excellent services worldwide. We deliver a feature-rich and user-engaging mobile app with the latest features & technology at an affordable price.

We have a highly-skilled developers team that will assist you in the success of your dream mobile app project.

Get in Touch with our Industry Experts Today! Connect with some of our top app developers to get a clear sense of what developing your app is going to take.

For more info:
Call: +1-978-309-9910
Email: info@appcluesinfotech.com

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How Much Does it Cost to Make an App like Netflix?

Knowing the influence of the internet in our lives today, it will be difficult to imagine our lives without it. There are a plethora of internet-based services that have revolutionized the world such as emails, blogs, social media and so many of them. The day we are today, would have not been the same, if these services were not available.

It reminds us of one such portal that has been entertaining us for many years. Netflix, which every individual loves to watch and enjoy. Not a lot of you know about it, Netflix came up in the world even before Google.

Factors Deciding the Cost of Netflix like Application

Having known such incredible thoughts about the application, learn about the factors that decide the cost of app like Netflix or YouTube.

App Features
The more the features, the more would have cost. It is better to keep only core features in version 1 of the app to reduce the cost. More features can be added in the next version once the app is geared up.

App Design
People do not like using complex applications. So it is important to keep design simple and standard. A simple design allows users to get the content they are looking for and helps them stay hooked to the application.

App Platform
There would be a considerable difference in the cost of application depending on the app platform such as Android and iOS. The applications developed on Android would be costlier than applications developed on iOS, as it needs to be considered for different devices and screen sizes.

App Developers
It is better to prefer India for development rather than in the US. Especially entertainment application companies like WebClues Infotech and AppClues Infotech are the most preferred companies to develop such kinds of applications.

Mobile Wallets
Prefer integrating mobile wallets into your app. It takes less time to make payments for users while eliminating a lot of payment hassles.

The world denotes Netflix as a commercial-free movie or TV show platform, which provides all the episodes of a series in a row, taking the viewing experience just to another level. Giving users the world of entertainment, it is accessible for multiple Android and iOS devices.

The rough estimate or approximate cost of developing an app like Netflix is $10,000 to $30,000 every platform. At AppClues Infotech, we are capable of developing the best app like Netflix or YouTube that can earn you more number of users.

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Carmen  Grimes

Carmen Grimes

1595494844

How to start an electric scooter facility/fleet in a university campus/IT park

Are you leading an organization that has a large campus, e.g., a large university? You are probably thinking of introducing an electric scooter/bicycle fleet on the campus, and why wouldn’t you?

Introducing micro-mobility in your campus with the help of such a fleet would help the people on the campus significantly. People would save money since they don’t need to use a car for a short distance. Your campus will see a drastic reduction in congestion, moreover, its carbon footprint will reduce.

Micro-mobility is relatively new though and you would need help. You would need to select an appropriate fleet of vehicles. The people on your campus would need to find electric scooters or electric bikes for commuting, and you need to provide a solution for this.

To be more specific, you need a short-term electric bike rental app. With such an app, you will be able to easily offer micro-mobility to the people on the campus. We at Devathon have built Autorent exactly for this.

What does Autorent do and how can it help you? How does it enable you to introduce micro-mobility on your campus? We explain these in this article, however, we will touch upon a few basics first.

Micro-mobility: What it is

micro-mobility

You are probably thinking about micro-mobility relatively recently, aren’t you? A few relevant insights about it could help you to better appreciate its importance.

Micro-mobility is a new trend in transportation, and it uses vehicles that are considerably smaller than cars. Electric scooters (e-scooters) and electric bikes (e-bikes) are the most popular forms of micro-mobility, however, there are also e-unicycles and e-skateboards.

You might have already seen e-scooters, which are kick scooters that come with a motor. Thanks to its motor, an e-scooter can achieve a speed of up to 20 km/h. On the other hand, e-bikes are popular in China and Japan, and they come with a motor, and you can reach a speed of 40 km/h.

You obviously can’t use these vehicles for very long commutes, however, what if you need to travel a short distance? Even if you have a reasonable public transport facility in the city, it might not cover the route you need to take. Take the example of a large university campus. Such a campus is often at a considerable distance from the central business district of the city where it’s located. While public transport facilities may serve the central business district, they wouldn’t serve this large campus. Currently, many people drive their cars even for short distances.

As you know, that brings its own set of challenges. Vehicular traffic adds significantly to pollution, moreover, finding a parking spot can be hard in crowded urban districts.

Well, you can reduce your carbon footprint if you use an electric car. However, electric cars are still new, and many countries are still building the necessary infrastructure for them. Your large campus might not have the necessary infrastructure for them either. Presently, electric cars don’t represent a viable option in most geographies.

As a result, you need to buy and maintain a car even if your commute is short. In addition to dealing with parking problems, you need to spend significantly on your car.

All of these factors have combined to make people sit up and think seriously about cars. Many people are now seriously considering whether a car is really the best option even if they have to commute only a short distance.

This is where micro-mobility enters the picture. When you commute a short distance regularly, e-scooters or e-bikes are viable options. You limit your carbon footprints and you cut costs!

Businesses have seen this shift in thinking, and e-scooter companies like Lime and Bird have entered this field in a big way. They let you rent e-scooters by the minute. On the other hand, start-ups like Jump and Lyft have entered the e-bike market.

Think of your campus now! The people there might need to travel short distances within the campus, and e-scooters can really help them.

How micro-mobility can benefit you

benefits-micromobility

What advantages can you get from micro-mobility? Let’s take a deeper look into this question.

Micro-mobility can offer several advantages to the people on your campus, e.g.:

  • Affordability: Shared e-scooters are cheaper than other mass transportation options. Remember that the people on your campus will use them on a shared basis, and they will pay for their short commutes only. Well, depending on your operating model, you might even let them use shared e-scooters or e-bikes for free!
  • Convenience: Users don’t need to worry about finding parking spots for shared e-scooters since these are small. They can easily travel from point A to point B on your campus with the help of these e-scooters.
  • Environmentally sustainable: Shared e-scooters reduce the carbon footprint, moreover, they decongest the roads. Statistics from the pilot programs in cities like Portland and Denver showimpressive gains around this key aspect.
  • Safety: This one’s obvious, isn’t it? When people on your campus use small e-scooters or e-bikes instead of cars, the problem of overspeeding will disappear. you will see fewer accidents.

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