teleren/devto huggingface dataset:
What Factors Should Be Considered in Demand Planning Models?
Tags: software
Published: 2024-07-11 06:12:50

[Demand planning models](https://www.augment-cloud.com) take in a variety of factors to predict future demand for a product or service.


**Here are some key considerations:**

**Historical Data:** This is the foundation of most models. Sales data, ideally spanning multiple periods, allows you to identify trends and seasonality. The quality and richness of this data will influence the forecasting method chosen.

**Product Lifecycle Stage:** New products have less historical data and require different approaches than established ones. For new products, qualitative techniques like market research or surveys may be helpful

**Seasonality:** Some products have predictable sales cycles tied to time of year. Models should account for these seasonal trends to avoid underestimating demand during peak periods.

**Market Factors:** External events like economic conditions, competitor activity, and new regulations can all impact demand. Including these factors in the model can improve its accuracy.

**Marketing Efforts**: Planned promotions, advertising campaigns, and pricing strategies can influence customer behavior. Factoring these marketing plans into the model helps predict the resulting demand shift

By considering these factors, demand planning models can provide a more accurate forecast, which in turn allows businesses to optimize inventory planner levels, production schedules, and marketing strategies.

Source Code : [ai powered demand planning software](https://augment-cloud.com/demand-planning)
User guide (I): Exploring Text/Image-to-3D of Tripo AI with Proven Tips and Tricks for Effective Prompting
Published: 2024-07-11 06:13:33

Introduction
Hello everyone,

Over the past year, the GenAI (Generative AI) field has continued to grow rapidly. Just at the beginning of the year, I gave a systematic Midjourney tutorial on Bilibili, and today, the technology for AI-generated 3D models has become increasingly mature. The decreasing learning curve means you can pick up 3D skills faster, allowing everyone to experience the joy of 3D creation.

Today, let me introduce the Tripo AI user guide to you. Let's experience the revolutionary 3D generation process with Tripo!

Link:
https://www.tripo3d.ai/blog/tripo-user-guide-i-tips-and-tricks-for-effective-prompting
GCP Penetration Testing
Published: 2024-07-11 06:14:04

Qualysec GCP Penetration Testing: A Necessity for Modern Businesses. In the digital landscape, safeguarding your cloud infrastructure is crucial. Qualysec offers comprehensive GCP penetration testing services. Qualysec' provides GCP Penetration Testing by creating a simulation of a cyber-attack on your cloud platform to identify vulnerabilities. Qualysec also provides a detailed report and suggests how to improve the firms defenses. With Qualysec’s GCP penetration testing, businesses can proactively secure their cloud environment, ensuring data integrity and business continuity. For more details, contact us at https://qualysec.com/services/gcp-penetration-testing/
Email- sales@qualysec.com
Call- +91 8658663664
Direct Admission in Welingkar Bangalore
Published: 2024-07-11 06:16:53



Are you seeking direct admission to Welingkar Bangalore for MBA or PGDM programs? Here’s a detailed guide on the process, eligibility, and key features of Welingkar Institute of Management Development & Research (WeSchool).

 About Welingkar Bangalore
Welingkar, part of S.P. Mandali, Pune, is renowned for its high-quality education in management. Established in 1977, WeSchool offers a range of programs including PGDM, MMS, and various executive and distance learning courses. It's recognized for its innovative teaching methods and industry collaborations.

 Courses Offered
1. PGDM (Post-Graduate Diploma in Management):
   - Specializations: Marketing, Finance, Human Resources, Operations
   - Focus on innovation, leadership, and real-life business exposure
   - Fees: ₹5.5 LPA
   - Seat intake: 180

2. MMS (Master of Management Studies):
   - Equivalent to an MBA
   - Focus on management skills, analytical abilities, and business strategies
   - Fees: ₹5.5 LPA
   - Seat intake: 120

 Eligibility Criteria
- Bachelor’s degree with at least 50% aggregate (45% for SC/ST)
- Valid scores in CAT, XAT, ATMA, CMAT, GMAT, or MH-CET
- For those without a valid score, the Welingkar Aptitude Test (WAT) is an option

 Admission Process
1. Application: Check for vacant seats and apply via the website or in person.
2. Entrance Exam/Interview: Based on institute requirements.
3. Acceptance and Fee Submission: Upon passing the exam/interview, complete paperwork and submit fees to secure your spot.

 Direct Admission and Management Quota
Welingkar offers direct admission through management quota seats. This process provides an alternative for students who may not have cleared the entrance exams but meet other eligibility criteria. 

 Placement and Opportunities
WeSchool has a robust placement cell with over 358 companies visiting annually. The average package offered ranges from ₹7-8 LPA, with opportunities across various sectors.

 Key Recruiters
- Wipro
- PWC
- Saint-Gobain
- Pidilite
- Accenture
- Axis Bank
- Deloitte
- Airtel

 Conclusion
Direct admission to Welingkar Bangalore provides a valuable opportunity for students aiming to excel in management studies. With strong industry connections and a comprehensive curriculum, WeSchool is a leading choice for aspiring managers.

For more details and to apply, contact:
- Phone: +91-9921499691, +91-9325549696
- Email: info@topbschooladmission.in
Code Refactoring: Avoid Nested If Statements with Early Returns
Tags: refactoring, earlyreturns, nestedstatements, softwaredevelopment
Published: 2024-07-11 06:57:54

## The Problem with Nested If Statements
Nested if statements occur when multiple conditional checks are placed within each other. While nested if statements are sometimes necessary, excessive nesting can lead to "arrow code," which is difficult to read and understand. Here's an example of nested if statements:
```
function processOrder($order)
{
    if ($order->isValid()) {
        if ($order->isPaid()) {
            if ($order->isShipped()) {
                // Process the order
                return 'Order processed';
            } else {
                return 'Order not shipped';
            }
        } else {
            return 'Order not paid';
        }
    } else {
        return 'Invalid order';
    }
}

```

## The Concept of Early Returns
The early return technique involves checking for conditions that should cause the function to exit early. By handling these conditions first, you can reduce the nesting level of your code and make the main logic more visible. Here's how the previous example looks with early returns:
```
function processOrder($order)
{
    if (!$order->isValid()) {
        return 'Invalid order';
    }

    if (!$order->isPaid()) {
        return 'Order not paid';
    }

    if (!$order->isShipped()) {
        return 'Order not shipped';
    }

    // Process the order
    return 'Order processed';
}
```

## Conclusion
Using early returns simplifies how code is structured and avoid complex arrow code. This approach makes code easier to read, maintain, and in overall better in quality. By refactoring nested if statements with early returns, we will create cleaner and easier to understand code, which boosts productivity and reduces errors.
AI: The Secret Weapon in Your Data Arsenal
Tags: ai, dataanalytics, machinelearning, data
Published: 2024-07-11 06:21:08

In today's data-driven world, information is king. But with the ever-growing mountain of data at our disposal, how do we turn it into actionable insights? The answer lies in Artificial Intelligence (AI).

AI is no longer science fiction; it's a powerful tool that's transforming data analytics. Here's how AI is giving businesses a strategic edge:

**•	Unveiling Hidden Trends:** AI-powered analytics go beyond surface-level observations. Predictive analytics algorithms sift through massive datasets, uncovering hidden trends and patterns that would be missed by the human eye. Imagine predicting customer behavior or pinpointing potential equipment failures before they disrupt operations!

**•	Unlocking the Power of Words:** A goldmine of data lies in unstructured formats like social media posts and customer reviews. NLP (Natural Language Processing) empowers machines to interpret human language, allowing businesses to analyze this data and gain consumer sentiment or gauge brand perception.

**•	Machines: The Ultimate Learners:** Machine learning algorithms are revolutionizing data analytics by continuously learning and improving from data. These algorithms can analyze vast amounts of information, identify complex relationships, and make increasingly accurate predictions, empowering smarter decision-making.

**•	Seeing the Bigger Picture:** Image and video recognition is a game-changer. AI can now analyze visual data like customer traffic patterns in stores. This allows businesses to optimize store layouts, product placements, and marketing campaigns to maximize customer engagement and sales.

**•	Ensuring Data Integrity:** Data quality is the foundation of reliable analytics. AI-powered data management solutions can identify and rectify errors, inconsistencies, and missing information. This ensures businesses make decisions based on trustworthy data, leading to better outcomes and avoiding costly missteps.

## AI is the Key to Unlocking Your Data's Potential

The ability to analyze data swiftly and precisely is becoming a crucial differentiator. AI-powered data analytics solutions empower businesses to extract valuable insights from their data, identify hidden opportunities, and make data-driven decisions with confidence. As AI technology advances, even more groundbreaking solutions are sure to emerge, shaping the future of data analytics.

## Is your business ready to leverage the power of AI?

This blog post is just a springboard. Dive deeper into the original blog to explore these areas in detail and discover how [AI can revolutionize your approach to data analytics](https://www.pangaeax.com/2023/03/06/5-ways-ai-is-revolutionising-data-analytics/).
founders agreement | best legal firm | law firm
Published: 2024-07-11 06:24:11

Drafting in Law: Expertly crafted legal documents for your business needs. From employment bonds to founders agreements and lease deeds, our team ensures your contracts are airtight. Trust the legal experts to protect your interests.
Contact us: - 8800788535
Email us: - care@leadindia.law
Website: - https://www.leadindia.law/drafting/fund-raising-agreements/founder-agreement
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/f785yyokr91qkv5782wp.jpg)
How to Safely Update Your Branch with Remote Changes Using Git
Tags: webdev, git, github, tutorial
Published: 2024-07-11 06:31:15

Managing code changes in a collaborative environment can be challenging. Ensuring your local branch is up-to-date with the remote repository while preserving your local modifications is a common task. Here's a step-by-step guide on how to safely update your branch using Git commands.

#### Step-by-Step Guide

1. **Stash Your Changes**:
    Before pulling changes from the remote branch, stash your local modifications to avoid conflicts.
    ```sh
    git stash
    ```
    This command saves your local changes and reverts your working directory to match the HEAD commit.

2. **Pull the Latest Changes**:
    Fetch and merge changes from the remote `dev` branch into your local branch.
    ```sh
    git pull origin dev
    ```
    This ensures your branch is updated with the latest changes from your team's remote repository.

3. **Apply Your Stashed Changes**:
    Once you've pulled the latest changes, apply your stashed changes back to your working directory.
    ```sh
    git stash pop
    ```
    This command re-applies your local modifications on top of the updated branch.

4. **Add Your Changes to the Staging Area**:
    Stage all the changes you want to commit.
    ```sh
    git add .
    ```
    This prepares your changes for committing.

5. **Commit Your Changes**:
    Commit the staged changes with a descriptive message.
    ```sh
    git commit -m "your commit message"
    ```
    A good commit message should briefly describe the changes you've made.

6. **Push Your Changes to the Remote Repository**:
    Finally, push your commit(s) to the remote `dev` branch.
    ```sh
    git push origin dev
    ```
    This updates the remote repository with your changes.

#### Full Command Sequence:
```sh
git stash
git pull origin dev
git stash pop
git add .
git commit -m "your commit message"
git push origin dev
```

### Handling Conflicts
If you encounter any merge conflicts during the `git stash pop` step, Git will prompt you to resolve them. Resolve the conflicts using your preferred method (e.g., a merge tool or manual editing), then proceed with the `git add`, `git commit`, and `git push` steps.

### Conclusion
By following these steps, you can ensure that your local branch is synchronized with the remote repository while safely preserving and committing your local changes. This workflow helps maintain a clean and conflict-free codebase, facilitating smoother collaboration within your development team.
lease deed | best legal firm | law firm
Published: 2024-07-11 06:37:02

Unlock the power of legal documents with our comprehensive drafting services. From employment bonds to founders agreements and lease deeds, we've got you covered. Our experienced team will craft tailored legal contracts that protect your interests and keep your business running smoothly.	 
Contact us: - 8800788535        	                       	
Email us: - care@leadindia.law
Website: - https://www.leadindia.law/blog/en/what-is-a-lease-deed/
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/hrumam8s0qiicg1vdqwj.jpg)
IUC COMPUTERS
Published: 2024-07-11 06:40:37

[C,C++  in C.I.T Nagar , Chennai](url)
[ CORE JAVA TRAINING in C.I.T Nagar , Chennai ](url)
[J2EE TRAINING in C.I.T Nagar , Chennai](url)
[MANUAL TESTING TRAINING in C.I.T Nagar , Chennai ](url)
[SELENIUM TRAINING INSTITUTE in C.I.T Nagar , Chennai ](url)
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coding path to take?
Tags: tutorial, beginners, programming, productivity
Published: 2024-07-11 06:40:53

Confused about which coding path to take? 

These roadmaps will guide you.

𝗕𝗮𝘀𝗶𝗰 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 :
1. Java Roadmap 
 - https://lnkd.in/gRAs-n6p
2. Spring Boot Roadmap
 - https://lnkd.in/drk_N8Fy
3. JavaScript Roadmap
 - https://lnkd.in/djx2tmHW
4. NodeJS Roadmap
 - https://lnkd.in/dNBUhQQc
5. Microservices Roadmap
 - https://lnkd.in/dEN4pC7h
6. C++ Roadmap 
 - https://lnkd.in/gKCBdseM
7. C Roadmap 
 - https://lnkd.in/gTX4cJrB

𝗗𝗦𝗔 𝗟𝗶𝗻𝗸𝘀:
1. DSA A2Z Sheet 
 - https://lnkd.in/dQMGy9zF by raj vikramaditya
2. DSA-251 Roadmap 
 - https://lnkd.in/gnjk37yU
3. Company Wise DSA Roadmap 
 - https://lnkd.in/gRjy-ThJ
4. How to make DSA Notes 
 - https://lnkd.in/gwiYZte9
5. How Not to Learn DSA? 
 - https://lnkd.in/gYeJ7CFT
6. Master DSA in 100 Days 
 - https://lnkd.in/gGsXcJQY
7. Algorithms (Recursion, DP, Binary Search) Roadmap 
 - https://lnkd.in/gJjTckXf

𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗟𝗶𝗻𝗸𝘀:
1. Complete Full Stack Development Roadmap 
 - https://lnkd.in/dKgyjKAc
2. Complete Frontend Development Roadmap 
 - https://lnkd.in/gFqf2cuG
3. Fastest Way to Learn Frontend Development 
 - https://lnkd.in/gkuAKwVi
4. Best Project Ideas for Full Stack Development 
 - https://lnkd.in/gMpXeUqk
5. How Not To Learn Full Stack Development 
 - https://lnkd.in/gP7kTBKE
6. Company Wise Frontend Dev Roadmap 
 - https://lnkd.in/gKhH_jmH
7. Company Wise Backend Dev Roadmap 
 - https://lnkd.in/g85RzHrP
8. Complete Backend Development Roadmap 
 - https://lnkd.in/gGNBdy76
9. React Roadmap 
 - https://lnkd.in/gqKyuqQm

𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗟𝗶𝗻𝗸𝘀 :
1. Operating System Roadmap
 - https://lnkd.in/gfWSeh3g
 - https://lnkd.in/dwyjtkWv
2. DBMS Roadmap
 - https://lnkd.in/gCTbAJy7
 - https://lnkd.in/dd7bF_KF
3. Computer Networks Roadmap
 - https://lnkd.in/gJeJVzsP
 - https://lnkd.in/dAqm2csw

𝗦𝘆𝘀𝘁𝗲𝗺 𝗗𝗲𝘀𝗶𝗴𝗻 𝗥𝗼𝗱𝗮𝗺𝗮𝗽
1. System Design by Raj Vikramaditya (striver)
 - https://lnkd.in/du5wuqbr
2. Essential Design principles by Rajat Gajbhiye
 - https://lnkd.in/dcrYuz3a

This is a compilation of all those useful roadmaps, videos with the resources. It covers everything from DSA, Programming Fundamentals to Full Stack Development.


Stay curious, keep learning, keep sharing !
Validators code template
Published: 2024-07-11 06:42:34

```html
  <form [formGroup]="dataForm" (ngSubmit)="onSubmit()">
    <div class="form-field form-field-name">
      <label>Full Name</label>

      <input [class]="dataForm.get('name').touched && dataForm.get('name').invalid ? 'invalid':''"
        formControlName="name" type="text" placeholder="Full Name" />

      <div class="sub-btn">
        <button type="submit">Next</button>
      </div>
    </div>
  </form>
```

```ts
export class DashboardActivityPage implements OnInit {

  dataForm: FormGroup;


  constructor(
    private fb: FormBuilder,
  ) { }

  ngOnInit() {

    this.onInitForm();
  }

  onInitForm() {
    this.dataForm = this.fb.group({
      name: [null, Validators.required],

    })
  }

  onSubmit() {}
   
}
```

```css
.invalid {
    border: 1px solid red !important;
    background-color: rgb(255 0 0 / 9%) !important;
}
```

```module.ts
@NgModule({
  imports: [
    FormsModule,
    ReactiveFormsModule,
   
  ],
```
How does Nostra ensure its collection of best action games remains aligned with current gaming trends ?
Tags: gamedev, mobilegames, games, androidgames
Published: 2024-07-11 06:42:40

[**Nostra**](https://nostra.gg/articles/Lock-Screen-Games-Are-a-Game-Changer-for-Gaming-Developers.html?utm_source=referral&utm_medium=article&utm_campaign=Nostrahttps://nostra.gg/articles/Lock-Screen-Games-Are-a-Game-Changer-for-Gaming-Developers.html?utm_source=referral&utm_medium=article&utm_campaign=Nostrahttps://nostra.gg/articles/Lock-Screen-Games-Are-a-Game-Changer-for-Gaming-Developers.html?utm_source=referral&utm_medium=article&utm_campaign=Nostra) maintains its status as a premier destination for the best action games by staying abreast of [**gaming trends**](https://nostra.glance.com/?utm_source=referral&utm_medium=Quora&utm_campaign=Nostra) and curating a selection of top-tier Android titles. Our platform is committed to offering the best Android gaming experiences, providing players with access to a diverse array of action-packed games that showcase the latest trends in gameplay mechanics and storytelling. By closely monitoring gaming trends, Nostra identifies popular genres, styles, and features, ensuring that our collection of action games remains relevant and engaging for players. Whether players seek adrenaline-fueled combat, immersive narratives, or [**innovative gameplay**](https://medium.com/@adreeshelk/nostra-world-of-free-online-games-where-fun-meets-convenience-48aa37d3ffc2?utm_source=referral&utm_medium=Medium&utm_campaign=Nostra), Nostra offers the best action games that cater to a wide range of preferences and interests. With Nostra, players can discover and enjoy the best Android gaming experiences that reflect the latest trends and deliver unparalleled excitement and entertainment.
legal contract | best legal firm | law firm
Published: 2024-07-11 06:45:43

Draft your legal documents with confidence. Our templates and AI-powered tools make it simple to create employment bonds, founders agreements, lease deeds, and more. Get professional-grade legal contracts without the hassle.
Contact us: - 8800788535        	                       	
Email us: - care@leadindia.law
Website: - 
https://www.leadindia.law/blog/en/what-is-a-contract-lawyer-roles-and-responsibilities/

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/m4g7sb3c41ag0bt2sx81.jpg)
Hey everyone, Check out this SQL script to delete all tables and indexes in a schema. Great for fast cleanup in dev/testing!
Published: 2024-07-11 06:46:14

```
BEGIN
    FOR t IN (SELECT table_name FROM user_tables) LOOP
        EXECUTE IMMEDIATE 'DROP TABLE ' || t.table_name || ' CASCADE CONSTRAINTS';
    END LOOP;

    FOR i IN (SELECT index_name FROM user_indexes) LOOP
        EXECUTE IMMEDIATE 'DROP INDEX ' || i.index_name;
    END LOOP;
END;
```
**Explanation:
**

1. Tables: The script iterates through all tables in the current schema (user_tables) and drops each table using DROP TABLE ... CASCADE CONSTRAINTS to handle dependencies.

2. Indexes: Similarly, it iterates through all indexes (user_indexes) and drops each one using DROP INDEX.
Transform Work into Play: Discover the Secrets to Enjoyable Productivity in My New Class
Tags: productivity, enjoy, workplace, learning
Published: 2024-07-11 06:48:46


Are you tired of the traditional, dull productivity methods that make work feel like a chore? What if I told you there's a way to make every task **enjoyable and fulfilling**? Welcome to my new video class, where I teach you how to transform your work and life with fun and purpose!

In this class, we dive into key strategies to make productivity enjoyable. We'll explore how to **incorporate play into your work** through gamification and identifying your play personalities. Imagine working to the rhythm of your favorite music while sipping a delicious drink, turning your daily grind into an exciting and enjoyable experience. Whether you’re an explorer seeking new challenges or a competitor thriving on goals, there’s a method for you.

We also discuss the importance of **aligning tasks with your values**. Understanding the “why” behind your tasks and ensuring they resonate with your core values can make even the most mundane jobs feel purposeful and rewarding. By focusing on high-impact tasks and managing your energy wisely, you’ll avoid burnout and stay motivated.

One of the most crucial aspects we cover is **the power of social connections**. Working with friends or in teams, sharing progress, and celebrating milestones together can significantly boost your motivation and enjoyment. Plus, networking and community involvement can provide the support and inspiration you need.

The class is packed with **practical tips and techniques**, including how to start small with manageable changes, reframe tasks to make them fun, and customize the approach to fit your unique lifestyle.

As some of you may know, I’ve been passionate about making productivity fun and fulfilling for a while now, and I’m thrilled to share my tips with you. [Join me in my new class on Skillshare, and let’s make productivity fun and fulfilling together!](https://skl.sh/4cUQVBm)

**I look forward to having you in my class**. Let’s transform your productivity and enjoy every moment of your work. See you there!
My first step in web development
Tags: webdev, javascript, beginners
Published: 2024-07-11 06:57:29

I started my web dev journey April 2024. I joined my first hackathon senior year of high school and met amazing programmers who knew far more than me. I talked to them about resources that I could use to learn about web dev, and now, July 2024, I am proud to say I have finished 3 courses of Scrimba. HTML, CSS, and Javascript. It's truly exciting to have been able to create many websites (a unit conversion browser extension, a hometown website, and more) and an entire app (grocery list web app) in the span of two months, and I have scrimba to thank for that. I'm repeating myself, but it's truly amazing how accessible learning is nowadays and I can't wait to learn more!