teleren/devto huggingface dataset:
Deep Dive: My Journey into the Neural Abyss (with Python as my trusty scuba gear)
Published: 2024-01-31 18:44:19


Hey fellow developers! I'm taking a plunge into the mesmerizing depths of deep learning, and I'm excited to share my journey with you. This isn't just a "how-to" guide, but a chronicle of my own learning process, complete with stumbles, aha moments, and the occasional existential crisis when a model refuses to cooperate (we've all been there!).

Python: My Gateway Drug

My adventure began with Python, the programming language that's become my trusty scuba gear. Its simplicity and versatility made it the perfect tool for navigating the initial theory. I devoured books like "Automate the Boring Stuff with Python" and "Python Crash Course," building a solid foundation for data manipulation and scripting.

Math for Machine Learning: The Dive Suit Essentials

Next, I strapped on the essential math for machine learning. Linear algebra, calculus, and statistics became my companions, helping me understand the core concepts behind algorithms like regression and dimensionality reduction. My trusty weapon? "Mathematics for Machine Learning" by Marc Peter Deisenroth. This book was like a translator, turning complex equations into clear, digestible concepts.

Pandas, Numpy, Scikit-learn: My Deep-Sea Crew

With my theoretical base in place, it was time to delve into the data. Python libraries like Pandas and Numpy became my deep-sea crew, helping me wrangle and manipulate datasets with ease. Scikit-learn, the Swiss Army knife of machine learning, provided ready-made algorithms to test my understanding on real-world problems. Building simple models like linear regression and decision trees was like taking my first underwater breaths – exhilarating and a little scary!

Now, the Deep Dive Begins...

And finally, the moment I've been waiting for: the descent into the neural abyss. I'm currently grappling with the intricacies of deep learning concepts like neural networks, backpropagation, and optimization. It's a steep learning curve, but the potential rewards are simply too enticing. I'm reading through "Deep Learning" by Ian Goodfellow et al., feeling like a wide-eyed explorer discovering a new world.

The Journey Continues...

This is just the beginning of my deep learning journey. I'm still navigating the murky waters, but I'm learning with every step. I believe the key is to be curious, persistent, and most importantly, to have fun!

So, what about you? Are you also diving into the world of deep learning? What are your challenges and triumphs? Let's share our experiences and learn from each other in the comments below. Together, we can explore the depths of this fascinating field and uncover its hidden treasures!

P.S. I'm planning to share regular updates on my progress, including code snippets, tips, and maybe even some hilarious debugging stories. Stay tuned!
starting...
Published: 2024-01-31 18:40:02

Olá! Sou a Isa. Estou inciando no mundo da programação com coragem e força de vontade, buscando descobrir todo dia algo novo. A programação é cheia disso, né? 
Sou alguém simples, tinha apenas um notebook e ele acabou parando de funcionar totalmente. Nesse momento pensei que estava tudo acabado, porém, descobri que é possível programar pelo celular! Estou estudando e buscando conhecimento, além de estar trabalhando para conseguir um novo notebook com o interesse de programar cada vez mais! Me acompanhe nessa jornada ;)
100 Tips from The Pragmatic Programmers Book: Part 7/10
Tags: career, thepragmaticprogrammer, books, programming
Published: 2024-01-31 18:30:00

#### 7.1. Listen to Your Inner Lizard.
> When it feels like your code is pushing back, it’s really your subconscious trying to tell you something’s wrong.

&nbsp;
#### 7.2. Don’t Program by Coincidence.
> Rely only on reliable things. Beware of accidental complexity, and don’t confuse a happy coincidence with a purposeful plan.

&nbsp;
#### 7.3. Estimate the Order of Your Algorithms.
> Get a feel for how long things are likely to take before you write code.

&nbsp;
#### 7.4. Test Your Estimates.
> Mathematical analysis of algorithms doesn’t tell you everything. Try timing your code in its target environment.

&nbsp;
#### 7.5. Refactor Early, Refactor Often.
> Just as you might weed and rearrange a garden, rewrite, rework, and re-architect code when it needs it. Fix the root of the problem.

&nbsp;
#### 7.6. Testing Is Not About Finding Bugs.
> A test is a perspective into your code, and gives you feedback about its design, api, and coupling.

&nbsp;
#### 7.7. A Test Is the First User of Your Code.
> Use its feedback to guide what you do.

&nbsp;
#### 7.8. Build End-To-End, Not Top-Down or Bottom Up.
> Build small pieces of end-to-end functionality, learning about the problem as you go.

&nbsp;
#### 7.9. Design to Test.
> Start thinking about testing before you write a line of code.

&nbsp;
#### 7.10. Test Your Software, or Your Users Will.
> Test ruthlessly. Don’t make your users find bugs for you.

&nbsp;
Thanks for reading, happy coding 😀
Git Rebase vs. Merge Secrets
Tags: git, webdev, beginners, github
Published: 2024-01-31 18:08:38


![Diagram to show difference between rebase and merge](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9gl3ae2cg2dy4jqa4ymp.jpg)

> Image from [Git MERGE vs REBASE](https://youtu.be/0chZFIZLR_0?si=UoEDzSsX3rnysK1x) by ByteByteGo

In a nutshell, **when in doubt, opt for merge**.

In brief, the distinctions between rebase and merge boil down to the resulting tree structure, the creation of an extra commit, and conflict resolution methods. The choice between rebase and merge depends on the desired project history.

**In-depth Explanation**: Several factors should guide your choice between rebase and merge.

**Shared Branches**: If changes come from a branch shared with external developers, avoid rebase to prevent disruptions in their repositories. Stick to merge to maintain consistency.
**Team Skill Level**: Rebase is a destructive operation, requiring precision to avoid losing committed work or disrupting other developers’ repositories. Less experienced teams might find merge safer.
**Branch Information**: Consider whether the branch itself holds valuable information. For feature-based models, where each branch represents a feature, rebase might not be suitable, as it destroys the branch’s identity.
**Reverting Possibility**: If there’s a chance you might need to revert a merge, choose merge over rebase, as reverting a rebase is more challenging.
**Team Coordination**: Rebase operations, especially in teams, require coordinated use of git pull --rebase. For solo work, the choice is more flexible.

**Common Myths**:

**Merge History Destruction**: Contrary to the belief that merge destroys history, commits from merged branches are still accessible. The option --first-parent can be used to view only the mainline history.
Merge doesn’t destroy history; commit messages are still accessible.

**Rebase for Safer Merges**: The safety and simplicity of merges depend on the developer workflow, and it’s not conclusive that rebase is always better. Regular commits might complicate rebases, especially if changes are still in progress.
Rebase doesn’t guarantee safer or simpler merges; the choice depends on the workflow

**Rebase’s Cool Factor**: While some may find rebase more appealing, its choice should be based on practical considerations rather than perceived coolness.


**Personal Perspective**: While some argue that Git rebase is a powerful problem-solving tool, In my three years of Git experience, I haven’t found it indispensable. Merge commits haven’t posed any issues, as Git blame or Git bisect are more practical for the majority of use cases.
Explorando o FrontEnd: Uma Jornada Inicial de Descobertas e Aprendizados
Tags: webdev, programming, beginners, frontend
Published: 2024-01-31 17:58:27

Olá, eu sou Julia Santos e estou embarcando em uma empolgante jornada no mundo do FrontEnd. Meu interesse por desenvolvimento web começou de maneira despretensiosa, mas ao longo dos meus estudos, descobri que o FrontEnd transforma minhas linhas de código em experiências visuais incríveis, dando vida às minhas ideias de uma maneira que eu nunca imaginei ser possível.

**História Pessoal**
Minha incursão no FrontEnd começou quando eu estava explorando diferentes aspectos da programação. O design visual sempre me atraiu, e a ideia de criar interfaces interativas e de fácil acesso para diferentes pessoas me intrigava profundamente.
Recursos Utilizados: Para começar, explorei diversos conteúdos online introdutórios, como os oferecidos pelo canal do YouTube, Curso em Vídeo. Esse curso me forneceu uma base sólida em HTML e CSS, permitindo-me começar a dar forma às minhas ideias.

**Projetos Práticos**
Meus primeiros projetos foram simples, como páginas pessoais e pequenos exercícios de estilo para praticar. À medida que ganhava confiança, decidi abordar projetos mais desafiadores, como a criação de formulários, onde pude aplicar meus conhecimentos em HTML, CSS e começar a explorar o universo do JavaScript.

**Aprendizado e Desafios**
Ao longo dessa jornada, tenho aprendido a importância da semântica no HTML e como o CSS pode transformar um layout simples em algo visualmente atraente. Estou atualmente em um curso de formação FrontEnd na Udemy, ministrado pelo professor Matheus Battisti, que tem sido uma fonte valiosa de conhecimento. Enfrentei desafios significativos ao lidar com o box-model, mas cada problema que vou superando aos poucos é uma lição valiosa. O curso tem sido essencial para aprofundar meu entendimento e fornecer insights práticos sobre os desafios comuns enfrentados por desenvolvedores FrontEnd. Essa combinação de aprendizado autodidata e orientado por cursos têm enriquecido minha experiência de forma abrangente.
Compartilhamento com a Comunidade: Atualmente, estou começando a me envolver em comunidades online, como fóruns de desenvolvedores e interações nas redes sociais, onde posso compartilhar minhas experiências e aprender com outros entusiastas do FrontEnd e da área de tecnologia.

**Conclusão**
Minha jornada no FrontEnd ainda está em seus estágios iniciais, mas já sinto a emoção de criar algo tangível a partir de código. Estou animada para continuar aprendendo e compartilhando essa evolução. No horizonte, pretendo aprofundar meus conhecimentos em tecnologias específicas, incluindo React e TypeScript, que acredito serem fundamentais para a construção de interfaces mais dinâmicas e eficientes. Além disso, tenho o desejo de explorar o universo do Tailwind CSS, reconhecendo seu potencial para simplificar o processo de estilização e tornar o desenvolvimento mais eficaz. Futuramente, planejo contribuir em projetos mais robustos à medida que evoluo neste empolgante campo do desenvolvimento web. A jornada está apenas começando, e estou ansiosa para ver onde ela me levará.
BTC, ETH, BNB, DOGE, RECOVERY EXPERT
Published: 2024-01-31 17:49:18

To successfully recover bitcoins, gathering relevant information and evidence is crucial. ADRIAN LAMO HACKER leverages their expertise to trace transactions, identify wallet addresses, and uncover any data that might lead to the recovery of lost funds. This meticulous process ensures that no stone is left unturned in the quest for your bitcoins. The first step in the recovery process is a thorough assessment of the situation. ADRIAN LAMO HACKER analyzes the details of the incident, such as the nature of the loss, any available evidence, and the potential avenues for recovery. This assessment allows them to create a tailored plan of action based on the specific needs of each case. Once all the necessary information is gathered, ADRIAN LAMO HACKER puts their recovery strategies and techniques into action. This may involve collaborating with law enforcement agencies, employing advanced forensic tools, or utilizing legal channels to reclaim your lost or stolen bitcoins. They work tirelessly to ensure the best possible outcome for their clients. With ADRIAN LAMO HACKER by your side, the mystical world of Bitcoin recovery becomes a little less daunting. Their expertise, combined with a touch of magic, can help you navigate the challenges and reclaim what's rightfully yours in the realm of cryptocurrencies. ADRIAN LAMO HACKER goes above and beyond the standard techniques to get your priceless bitcoins. Their highly qualified staff uses cutting-edge forensic analysis methods to extract valuable data from the blockchain. They assist you locate and retrieve your lost or stolen bitcoins by closely examining the digital traces left behind. When it comes to Bitcoin recovery, security is of utmost importance. ADRIAN LAMO HACKER understands this and prioritizes secure recovery procedures. With their expertise, they ensure that your sensitive information is protected throughout the entire recovery process. You can trust them to handle your case with the utmost care and professionalism. ADRIAN LAMO HACKER can help if you have been the victim of Bitcoin theft or have lost your valuable digital assets. They can locate and retrieve your lost or stolen bitcoins using state-of-the-art methods and their in-depth understanding of blockchain technology. Don't worry, they'll make every effort to return your hard-earned money to you. When it comes to bitcoin recovery, you can trust ADRIAN LAMO HACKER to provide expert guidance and assistance. Their team of skilled professionals excels in using advanced techniques and tools to help recover stolen or lost bitcoins. With a commitment to security, privacy, and successful case studies under their belt, ADRIAN LAMO HACKER is the go-to choice for effective bitcoin recovery. Don't let your precious bitcoins slip away; let the experts help you reclaim what's rightfully yours. Contact info - Via Email: Adrianlamo@consultant.com
Unveiling the Potency of AWS Storage: Series (3/4)
Published: 2024-01-31 17:38:43

Amazon Glacier is a budget-friendly, secure, and resilient storage service crafted for the extended archival of data. It proves especially advantageous for data that experiences infrequent access but necessitates retention for compliance or other considerations. Noteworthy features of Amazon Glacier encompass:

a. Cost-Effective: Glacier presents notably reduced storage expenses compared to standard S3 storage, positioning it as an economical solution for archiving data.

b. Durability: Analogous to S3, Glacier ensures elevated durability by replicating data across multiple locations.

c. Retrieval Options: Although retrieval times may be slower than those of S3, Glacier provides diverse retrieval options, empowering users to select the speed of access based on their specific requirements.
A short directory of Templated (templated.io) links
Published: 2024-01-31 17:29:39

## Here's a short directory of all of [Templated](https://templated.io) listings around the web:

[Bio Site](https://bio.site/templated)

[Linktree](https://linktr.ee/templated)

[Tiny Alternatives](https://tinyalternatives.com/posts/templated-2)

[Indie Hackers](https://www.indiehackers.com/templated)

[AlternativeTo](https://alternativeto.net/software/templated/about/)

[TrustRadius](https://www.trustradius.com/products/templated/reviews#overview)

[YouTube](https://youtube.com/@templatedio)

[X/Twitter](https://x.com/templatedio)

[Facebook](https://facebook.com/templatedio)

[Instagram](https://instagram.com/templatedio)

[LinkedIn](https://www.linkedin.com/company/templatedio)

[Pinterest](https://www.pinterest.com/templatedio/)

If you know any others please add in the comments and I will add to the list.

Thanks!
Meet 'Awesome Topics'
Tags: awesome, learning, softwareengineering
Published: 2024-01-31 17:25:08

Meet '[Awesome Topics](https://github.com/Mahmoudz/awesome-topics),' a new GitHub repository in the 'Awesome' movement. Unlike traditional repositories that primarily offer links, 'Awesome Topics' provides clear, concise explanations on a variety of software related subjects, catering to learners at all levels of expertise.

**Key Highlights:**
- **Diverse Software Topics:** Covers everything from basic to advanced.
- **Clear, Concise Content:** Delivers fast, easy-to-understand learning.
- **Community-Driven:** Continuously enriched by tech community contributions.

**Why It Matters:** 'Awesome Topics' is an invaluable tool for developers at any stage, offering easy-to-understand content that enhances learning and refreshes knowledge.

**Sample of Covered Topics:** Wondering what kind of topics await you? Here are some of the highlights:
- Software Design
- System Architecture
- Network Security
- Information Security
- Backend Development
- Frontend Development
- Mobile Development
- Machine Learning
- Artificial Intelligence
- Blockchain
- And much more...

**Explore it now:** Visit [Awesome Topics](https://github.com/Mahmoudz/awesome-topics) on GitHub and elevate your tech knowledge.
Title: Swift Solutions at Your Doorstep: Reliable AC Repair Near Me
Published: 2024-01-31 17:22:26

**Introduction:**

When your air conditioner falters, finding prompt and trustworthy AC repair services nearby is crucial. Look no further – our "[AC Repair Near Me](https://www.mirandahomeservices.com/)" service is your go-to solution for swift and reliable assistance. We prioritize efficiency and customer satisfaction, ensuring your cooling system is back up and running in no time.



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Boosting ML And AI Workloads (Neuroblade)
Published: 2024-01-31 17:13:34

As you're creating models for either Large Language Models (LLM) or going the ML/AI route to train workloads, the goal is to do it as fast as possible. What does that mean? It means beefing up the performance of data analytics.

Neuroblade has a method of doing this with an SPU.

## SPU

An SPU is a piece of hardware that plugins in a PCIe slot on your motherboard. The goal with the hardware is to take the power you're currently getting from your GPU to create/train models and enhance it.

The enhancement numbers appear to be around 30% based on Neuroblades data.

## AI and ML Workloads

You'll typically see two types of "AI data build" methods:

1. Going the standard route of having ML models train the data and give the data to AI workloads.
2. The LLM route, which removes the ML model needs as LLM's train itself (whether the data is correct or not is another story).

To do option one or two, you need powerful servers. It's why you see a huge spike in GPU cost right now.

With an SPU, the goal is to raise the power within these servers by 30%, which will then increase the rate of which models or LLMs can be trained.
BEST ELECTRIC CAR
Published: 2024-01-24 05:54:47

[As of my last knowledge update in January 2022, I don't have specific information about the best electric cars of 2024, as vehicle releases and rankings can change over time. However, as of my last update, several electric cars were well-regarded for their performance, range, and features. For the most accurate and up-to-date information, it's recommended to check the latest reviews, expert opinions, and rankings closer to the year 2024. That being said, here are some electric cars that were notable as of my last update:
](https://sites.google.com/view/hgv9876567/home[](
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/2pzadjj37mc1z6igf5gq.jpg)))
[Tesla Model 3: Known for its impressive range, performance, and advanced Autopilot features, the Tesla Model 3 has been a popular choice among electric car enthusiasts.](url)
https://sites.google.com/view/hgv9876567/home
Tesla Model S: Renowned for its acceleration, long range, and high-tech features, the Tesla Model S has set standards for electric luxury sedans.

Audi e-Tron: The Audi e-Tron is an SUV offering a luxurious interior, a comfortable ride, and advanced technology. Audi has been expanding its electric vehicle lineup, and newer models may be available in 2024.

Jaguar I-PACE: This electric SUV from Jaguar combines a stylish design with impressive performance and a well-crafted interior.

[Porsche Taycan: Known for its sporty performance and luxurious features, the Porsche Taycan is an electric sports sedan that offers a high level of driving engagement.
](https://sites.google.com/view/hgv9876567/home)
Ford Mustang Mach-E: An all-electric SUV with a performance-oriented variant, the Mustang Mach-E combines the practicality of an SUV with the iconic Mustang brand's styling.

[Nissan Ariya: The Nissan Ariya is an upcoming electric SUV that promises a blend of performance, range, and modern design.
](https://sites.google.com/view/hgv9876567/home)
Chevrolet Bolt EV: Known for being an affordable electric car with a decent range, the Chevrolet Bolt EV has been popular for those looking for an entry-[level electric option](https://sites.google.com/view/hgv9876567/home).

Keep in mind that the electric vehicle market is rapidly evolving, and new models with improved features are regularly introduced. Additionally, advancements in battery technology, range, and charging infrastructure may impact the desirability of electric cars in the coming years. Always check the latest reviews and comparisons to make an informed decision based on your specific needs and preferences.          
[**Best BMW Cars & SUVs**](https://sites.google.com/view/hgv9876567/home)