Techtalks: Software Development

This article does an excellent job of blending creativity with practicality. lunchtime result

Business meeting apps, online meeting

Sorry if this is something it was just asked, but I searched for it without success. I am thinking about to apply for the tensorflow certification exam. My first question is if, during the exam, the custom activation functions are allowed.

For example: Imagine a question about a regression when the data is:

features = np.array([0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0], dtype=float)
targets = np.array([0.0, 1.0, 4.0, 9.0, 16.0, 25.0, 36.0], dtype=float

This is clearly a x^2 problem. Could I do something like this?

tf_lpow = lambda x: tf.math.pow(x, 2)
model = tf.keras.models.Sequential([
    tf.keras.layers.Dense(units=1, activation=tf_lpow, input_shape=(1,)),
])

Considering that maybe this could not be allowed, I was thinking about another solution:

lr_scheduler = ReduceLROnPlateau(monitor='loss', factor=0.75, patience=50, min_lr=3e-80)
callbacks = [lr_scheduler]
model = tf.keras.models.Sequential([
    tf.keras.layers.Dense(units=6, activation='sigmoid', kernel_regularizer=tf.keras.regularizers.l2(0.01), kernel_initializer=tf.keras.initializers.RandomNormal(stddev=0.01), input_shape=(1,)),
    tf.keras.layers.Dense(units=1, activation='linear')
])

But even in the case the loss is decreasing, the accuracy is stack in 0.2857, not reaching the goal. In this case, what could I do?

Thanks in advance.

Good 

to understand difference Let's imagine of GB whatsApp that the developers of Gbwhatsapp are looking to improve the communication infrastructure within their modified messaging app. They want to enhance real-time messaging capabilities and are considering different technologies for the task. This is where gRPC and the net/rpc package in Golang come into play.

Golang and Net/RPC:
The developers of "Gbwhatsapp" are intrigued by the simplicity and efficiency of Golang and are considering it for parts of their server-side infrastructure. They plan to use the net/rpc package to facilitate communication between various server components written in Go.

gRPC:
To further improve the app's performance and extend compatibility with other services, they also explore using gRPC as a communication protocol. With gRPC, they can easily define and generate service contracts for efficient data transfer. This decision allows them to support additional features like bidirectional streaming for real-time messaging. Install GB WhatsApp so you can easily understand 

Hi, i want to open the new channel management company. and i need the financial feasibility plan for this, please. how you many help in this regards?

thanking you

Awaiting reply

Hi there,

If you write your API docs manually, you can do that anywhere, from WordPress to GitHub. But it’s often convenient to use a generator – a tool that will automatically populate your documentation pages with code snippets, headers, and sample requests. 

We usually prefer giving a few tips about choosing the tool rather than making a choice for others, so when looking for a generator, pay attention to these features:

• Latest OpenAPI support
• Customization capabilities
• Automatic docs updates
• Available themes and templates
• Open source features if you’re on a budget

You can start by reviewing this list of tools loved by API developers:

• Redocly
• SwaggerUI
• Postman
• DapperDox
• DocGen by LucyBot
• RapiDoc

Hope this helped! We also recommend reading our article on writing good API documentation as it gives some foundational tips.

Hi,

This is really useful information and this blog MLOps: Methods and Tools of DevOps for Machine Learning MLOps course has cleared my all doubts regarding the MLOps.

Thanks for sharing this useful article.

Hello everyone. I want to make an app for my shop, so I`m interested in a qualified web application development team/service, which can help me.

A data warehouse is a structured, relational database system designed for efficient querying and reporting. It stores structured data and enforces a schema for data consistency. In contrast, a data lake is a flexible, unstructured storage repository that can store structured, semi-structured, and unstructured data, allowing for the storage of vast amounts of raw data without a fixed schema. Data lakes are more suitable for big data and advanced analytics, while data warehouses are optimized for traditional business intelligence tasks.

Data Engineering is focused on building the infrastructure to support data processing, while Data Warehousing is focused on collecting and managing the data itself to support analysis and decision-making. Both are crucial components of modern data management and play a vital role in the success of data-driven organizations.

Thank you for your question.

To start with, APIs and SDKs are both involved in the process of software development, but these are different things and their roles are different too.

An API (stands for Application Programming Interface) is a set of clearly defined protocols that allow data exchange between different software programs and components. By the way, you can learn more about APIs in our dedicated article here.

An SDK (stands for Software Development Kit) is a set of pre-made tools and instructions that allow you to build software applications for a specific platform.

Simply put, an SDK helps you build a software program on top of it and with the help of it. An API is a way for programs to talk with each other. The key point is, SDKs may contain APIs as a part of the kit. APIs do not contain SDKs. So, you don’t have to choose between the two.

Hello

It is essential to have a clear product vision and understand user needs. Evaluate the impact and value of each feature, considering customer demand, revenue potential, and market trends. Assess the effort and feasibility of development, taking into account resources and dependencies. Consider urgency and time constraints, and use prioritization frameworks to categorize features. Refer source : ccsp course

Thanks for asking this question-

Well, you have made already a big decision. In my experience, looking for a specialized AWS Partner to manage your beloved site and cloud infrastructure on AWS. There are many ways you can follow to meet your requirements like the number of years in AWS services, a team of AWS certification professionals with the following skills set, the number of solutions delivered, and many more.

The ideal AWS Partner for your firm depends on a variety of different factors. Here’s exactly how to know it.

• Before selecting an AWS partner, comprehend your business.
• What internal AWS resources and expertise do you have?
• How many years of experience they have as AWS services provider?
• Know the reviews given by their customers.
• Do you prefer in-house or outsourcing resources?
• Ask number of queries before hiring them.

To get in details, you can read the FAQs here-

The basic requirements for effective software testing include:

1. Clear Requirements: Understand what the software is supposed to do.
2. Test Plan: Develop a structured approach outlining what to test and how.
3. Test Cases: Create specific scenarios to test different functionalities.
4. Testing Tools: Use tools for automation, bug tracking, and test management.
5. Test Environment: Set up a controlled environment that mimics real-world usage.
6. Skilled Testers: Ensure testers have the necessary skills and knowledge.

Meeting these requirements helps ensure thorough and effective software testing, leading to a higher quality software product.

Thank you for your question. 

It goes without saying that corporate intranet portal software differs from one company to another based on business processes it needs to streamline. 

We’ve tried to single out several must-have intranet features for you to consider:

• A responsive notification system is probably the most crucial feature as it provides employees with all the relevant updates, upcoming tasks, etc.
• A convenient document management system not only organizes the company’s spreadsheets, text documents, and slide shows but also ensures their security.
• The direct messaging feature will improve internal communication and eliminate the time spent on sending emails and waiting for responses.
• An easy-to-navigate home page, where users can log in and search for important information such as work updates, company news, and so on.
• Automated workflows to speed up working processes and save time on more important tasks.
• Team workplaces to make it easier for different employees to collaborate on shared projects and work related to those projects.
• A mobile-friendly design to provide employees with the opportunity to do work not only on desktop computers but also smartphones and tablets.
• A comprehensive and intuitive search capability so that employees can find the information they need quickly. 

Of course, this is a non-exhaustive list of intranet portal functionalities, just the most essential ones. 

Here are a few softwares for picture recognition that are free and also paid

Clarifai
Vue.ai
Anyline
muse.ai
Edge AI

There is also many other software too you can check them.