Tag: Sophisticated

  • Deconstructing Nuno-ball at Nottingham Forest – and why it’s more sophisticated than you think


    “A job done in a very professional way.”

    That was Nuno Espirito Santo’s assessment of Nottingham Forest’s performance in their 1-1 draw with Liverpool on Tuesday night.

    The head coach’s words fit the discourse surrounding his team. They rank in the bottom half of the table in several attacking metrics and the keys to their success are hurting teams in transition, being a threat from set pieces and winning the midfield battle. This contributes to the perception they are “professional”, perhaps even old-fashioned.

    But that undersells the beauty of some aspects of Forest’s play and oversimplifies it without exploring its intricacies.

    go-deeper

    GO DEEPER

    Nottingham Forest 1 Liverpool 1 – Where does pulsating draw leave the title race?


    The Athletic explained in 2023 how counter-attacks were on the rise in the Premier League. With more teams employing tactical plans based on controlling possession, causing damage without the ball has become a game-changer. That has led to deliberations on the need for a ‘rest defence’ (a team’s structure behind the ball while attacking), with on-the-fly adjustments across the pitch when teams lose possession.

    The counter-attack is not the straightforward tactic it is portrayed to be. It involves planning, with multiple off-the-ball movements that add to the chaos of transitional football, and requires precision from the player in possession.

    Forest’s goals have not simply been the product of hoofing the ball forward (though the long-range passing abilities of goalkeeper Matz Sels and centre-back Murillo have been valuable). Instead, they involve smart off-the-ball tactics and intricate passing with incredible accuracy.

    Chris Wood’s opener against Liverpool was a notable example. Wood’s initial movement dragged Ibrahima Konate out of position, and the Liverpool defender won the ball, heading it towards Mohamed Salah, who was initially open. Neco Williams and Callum Hudson-Odoi react well to close him down. Salah hesitated to get stuck into the challenge and was then shielded away by Elliot Anderson, which allowed Hudson-Odoi to come away with the ball.

    During that sequence, Anthony Elanga got on Alexis Mac Allister’s blindside and cut inside Andrew Robertson, briefly becoming Forest’s furthest player forward.

    But once Hudson-Odoi got on the ball, Wood reclaimed that status, running into the space left behind by Konate, while Elanga was in the perfect position to receive on his stronger left foot. Pass, pass, clinical finish, 1-0 Forest.

    Forest’s opener against Everton in their final game of 2024 came from similar circumstances.

    As Morgan Gibbs-White received the ball in his own half, the movement of Ramon Sosa and Wood dragged James Tarkowski and Ashley Young forward and towards the right, while Elanga’s run kept Jarrad Branthwaite in a slightly deeper position. Once again, Wood filled the space left by the centre-back and a fantastic one-two with Elanga was followed by a deft finish to hand Forest the lead.

    Forest received a helping hand from Everton for their second goal, with Sean Dyche’s team surrendering possession high up the pitch.

    Wood’s positioning kept him prepared to attack the box if Everton gave the ball away, which they did, to Elanga. Elanga passed it to Wood but surprisingly ran towards his centre-forward, making for a complicated return pass.

    Elanga’s run was with reason, though, as it dragged two panicked Everton players towards him and left Gibbs-White open to receive, cut inside a defender and finish.

    Elanga’s celebration in the aftermath suggests that Nuno’s players understand how valuable their contributions are even if they do not show up on the scoresheet.

    Each of these goals brings a level of incision and intricacy that complements Forest’s directness. Forest average the second-most sequences that involve between zero and two passes in the Premier League at 91.4 per 90 (only behind Bournemouth’s 93.6) and rank 19th in sequences with nine or more passes (7.7 per 90).

    At the same time, they average the best pass completion rate inside the penalty box in the league at 59 per cent, prioritising quality over quantity.

    The traits Forest get from Wood, Gibbs-White, Hudson-Odoi and Elanga are contributing factors. But some of these goals could easily fall under the ‘straight from the training ground’ category, indicating greater tactical plans underpin it all.

    Those are more evident from their non-transition attacks. This sequence from Forest’s 3-0 win over West Ham United in November saw them open up the opposition with neat passing from the back. Ola Aina’s movement drew two defenders, allowing Elanga to find Gibbs-White, whose pass took out four players. Later in the move, Wood’s movement created space for Hudson-Odoi, who dragged his shot wide.

    A simpler sequence that brought dividends was from their 2-2 draw with Brighton & Hove Albion last September. Here, both Wood and Gibbs-White distracted Brighton’s defence with their movement, enabling a quick one-two that allowed Gibbs-White to release Jota Silva.

    As The Athletic noted this week using SkillCorner’s Game Intelligence model, which extracts contextual metrics from broadcast tracking data, Forest rank third from bottom for runs in behind defences (2.5 per 30 minutes of possession). But they have the personnel to do so and against teams that use high defensive lines, such as Brighton, this is a useful ploy — and it created Sosa’s equaliser.

     


    In all five cases, Forest — building out from the back or otherwise — were quick to progress the ball forward.

    Their ‘direct speed’ (how quickly the ball is advanced towards goal) of 1.8 metres per second is the highest in the league this season and as the graph below shows, they are in a class of their own.

    Forest’s attacks buck the trend of top teams patiently dissecting opposition defences, but the intricacies of their offensive approach and passing could comfortably rival the best sides in the country.

    Nuno’s side are positionally flexible even if it places players in situations not suited to their strengths, which allows them to lay traps that drag midfielders and defenders out of their natural shape, and they are clinical when opponents succumb to them.

    Forest’s calling card is their physical defending — but their in-possession quality and manipulation of space are the difference makers.

    Getting anywhere near the summit of the Premier League and staying there for any team beyond the traditional ‘Big Six’ often demands a blend, and Forest are mixing it nicely.

    (Top photo: Paul Ellis/AFP via Getty Images)



    Nuno-ball has taken the football world by storm with its fast-paced, attacking style of play. Many have lauded its simplicity and effectiveness, but few have truly delved into the intricacies of the system. In this post, we will deconstruct Nuno-ball as it is implemented at Nottingham Forest, and why it’s more sophisticated than meets the eye.

    First and foremost, Nuno-ball is built on a foundation of tactical flexibility. While the system is often characterized by its high press and quick transitions, there is much more at play. Nottingham Forest’s players are constantly adjusting their positions and movements to create overloads in key areas of the pitch. This requires a high level of intelligence and understanding from the players, as they must be able to read the game and adapt on the fly.

    Furthermore, Nuno-ball is not just about attacking. The system places a strong emphasis on defensive solidity, with players working diligently to win the ball back quickly and prevent counterattacks. This balance between attacking prowess and defensive discipline is what sets Nuno-ball apart from other styles of play.

    In addition, Nottingham Forest’s implementation of Nuno-ball involves intricate passing patterns and movements. Players are constantly looking to play short, quick passes to move the ball up the pitch and create scoring opportunities. This requires a high level of technical ability and cohesion among the players, as they must be able to anticipate each other’s movements and make split-second decisions.

    Overall, Nuno-ball at Nottingham Forest is a sophisticated and multi-faceted system that goes beyond just high pressing and fast transitions. It requires a deep understanding of the game, exceptional technical ability, and a strong team mentality. So next time you watch Nottingham Forest in action, take a closer look at the nuances of Nuno-ball – you may just be surprised at how sophisticated it truly is.

    Tags:

    • Nuno-ball
    • Nottingham Forest
    • Soccer tactics
    • Tactical analysis
    • Football strategy
    • Nuno Espirito Santo
    • Championship football
    • Tactical breakdown
    • Soccer analysis
    • Nottingham Forest tactics

    #Deconstructing #Nunoball #Nottingham #Forest #sophisticated

  • From Simple RNNs to Sophisticated Gated Architectures: A Journey through Neural Networks

    From Simple RNNs to Sophisticated Gated Architectures: A Journey through Neural Networks


    Neural networks have come a long way since their inception, evolving from simple recurrent neural networks (RNNs) to sophisticated gated architectures. This journey through neural networks has revolutionized the field of artificial intelligence and machine learning, making it possible to solve complex problems and achieve remarkable performance in various tasks.

    RNNs were one of the earliest types of neural networks used for sequential data processing. They are designed to process sequences of data by maintaining a hidden state that captures information from previous time steps. However, RNNs suffer from the vanishing gradient problem, which limits their ability to capture long-range dependencies in sequences.

    To address this issue, researchers introduced more advanced architectures, such as Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) networks. These gated architectures incorporate mechanisms that allow them to selectively update and forget information, enabling them to capture long-range dependencies more effectively. LSTM, in particular, uses a set of gates to control the flow of information, making it well-suited for tasks that require modeling long-term dependencies.

    Gated architectures have been widely adopted in various applications, including natural language processing, speech recognition, and image captioning. They have demonstrated superior performance compared to traditional RNNs, enabling the development of more accurate and robust models.

    One of the key advancements in gated architectures is the introduction of attention mechanisms, which allow neural networks to focus on relevant parts of input sequences. Attention mechanisms have been instrumental in improving the performance of neural networks on tasks such as machine translation and image captioning, where the model needs to selectively attend to different parts of the input.

    Overall, the evolution of neural networks from simple RNNs to sophisticated gated architectures has significantly advanced the field of deep learning. These architectures have enabled researchers to tackle more challenging problems and achieve state-of-the-art performance in a wide range of tasks. As neural networks continue to evolve, we can expect further innovations that will push the boundaries of what is possible with artificial intelligence and machine learning.


    #Simple #RNNs #Sophisticated #Gated #Architectures #Journey #Neural #Networks,recurrent neural networks: from simple to gated architectures

  • Get Ready for a Sleek and Sophisticated Upgrade with Windows 11: Black

    Get Ready for a Sleek and Sophisticated Upgrade with Windows 11: Black


    Are you ready for a sleek and sophisticated upgrade to your computer experience? Look no further than Windows 11: Black, the latest version of Microsoft’s popular operating system. With its sleek design and sophisticated features, Windows 11: Black is sure to take your computing experience to the next level.

    One of the standout features of Windows 11: Black is its sleek and modern design. The dark color scheme gives the operating system a sleek and sophisticated look, perfect for those who want a more stylish and professional aesthetic. The streamlined interface is also easy to navigate, making it a breeze to find and access your favorite apps and programs.

    But Windows 11: Black is more than just a pretty face. It also comes packed with a host of new features and enhancements that will make your computing experience smoother and more efficient. One of the most notable improvements is the new multitasking features, which make it easier than ever to work on multiple tasks at once. The new Snap Layouts feature allows you to easily arrange multiple windows on your screen, making it simple to switch between different apps and programs.

    Windows 11: Black also introduces new ways to personalize your computer experience. The new Widgets feature allows you to easily access information and updates from your favorite apps and websites right from your desktop. You can also customize your Start menu and taskbar to suit your preferences, making it easier than ever to access your most-used apps and programs.

    In addition to these new features, Windows 11: Black also includes all the familiar tools and capabilities that you know and love from previous versions of Windows. From the powerful search functionality to the robust security features, Windows 11: Black has everything you need to stay productive and secure while using your computer.

    So if you’re ready for a sleek and sophisticated upgrade to your computing experience, look no further than Windows 11: Black. With its sleek design, new features, and familiar tools, this operating system is sure to take your computer experience to the next level. Get ready to upgrade to Windows 11: Black and experience the future of computing today.

  • The Power of Gray: How the Color Can Create a Sophisticated and Chic Look

    The Power of Gray: How the Color Can Create a Sophisticated and Chic Look


    When it comes to interior design, gray is a color that often gets overlooked in favor of more vibrant shades. However, what many people don’t realize is that gray can actually be a powerful tool in creating a sophisticated and chic look in any space.

    One of the reasons why gray is such a versatile color is because it comes in a wide range of shades, from light dove gray to dark charcoal. This means that you can easily find a shade of gray that complements the rest of your decor and helps to create a cohesive look.

    Gray is also a neutral color, which means that it pairs well with virtually any other color. This makes it easy to incorporate gray into your existing decor without having to completely overhaul your space. Whether you want to add a pop of color with vibrant accessories or keep things simple with a monochromatic palette, gray can work with whatever style you prefer.

    In addition to its versatility, gray also has a timeless and elegant quality that can instantly elevate the look of a room. Whether you choose to paint your walls gray, incorporate gray furniture pieces, or add gray accents like throw pillows or rugs, this color can bring a sense of sophistication to any space.

    Another benefit of using gray in your decor is that it can help to create a sense of balance and harmony in a room. Because gray is a calming and soothing color, it can help to create a serene and peaceful atmosphere that is perfect for relaxing and unwinding after a long day.

    If you’re looking to add a touch of sophistication and chicness to your home, consider incorporating the power of gray into your decor. Whether you use it as a main color or as an accent, gray has the ability to transform any space into a stylish and elegant oasis.

  • Gray Fashion Trends: How to Rock this Sophisticated Hue in Your Wardrobe

    Gray Fashion Trends: How to Rock this Sophisticated Hue in Your Wardrobe


    Gray has long been considered a neutral and understated color in the world of fashion. However, in recent years, this sophisticated hue has been making a major comeback as a trendy and versatile option for any wardrobe. From cool-toned grays to warm, earthy shades, there are countless ways to incorporate this chic color into your outfits. Here are some tips on how to rock the gray fashion trend in your wardrobe:

    1. Mix and match shades: One of the best things about gray is its versatility. You can easily mix and match different shades of gray to create a stylish and cohesive look. Try pairing a light gray top with charcoal gray pants or a dark gray blazer with a light gray skirt. Experiment with different combinations to find what works best for you.

    2. Add pops of color: While gray is a great standalone color, it can also serve as the perfect backdrop for bold pops of color. Consider pairing a gray sweater with a vibrant red skirt or a gray dress with bright accessories. This will help to create a striking contrast and add interest to your outfit.

    3. Play with textures: Another way to elevate your gray fashion game is to play with different textures. Mix and match fabrics like wool, silk, and leather to create a visually interesting and dynamic look. A gray cashmere sweater paired with a leather skirt, for example, can create a sophisticated and luxurious outfit.

    4. Accessorize with metallics: Gray pairs beautifully with metallic accents like silver and gold. Consider adding metallic accessories like jewelry, shoes, or handbags to your gray outfits to add a touch of glamour and sophistication. A silver statement necklace or a pair of gold heels can take your gray ensemble to the next level.

    5. Embrace monochrome: Monochrome outfits are a major trend right now, and gray is the perfect color to experiment with this look. Try wearing different shades of gray from head to toe for a chic and modern outfit. You can also add a pop of white or black to break up the monotony and add visual interest.

    6. Don’t forget about outerwear: Gray is a classic color for outerwear, and a gray coat or jacket can be a stylish and versatile addition to your wardrobe. Consider investing in a well-tailored gray trench coat or a cozy gray wool coat to elevate your winter style.

    In conclusion, gray is a timeless and sophisticated color that can add a touch of elegance to any outfit. By following these tips and experimenting with different shades, textures, and accessories, you can easily incorporate the gray fashion trend into your wardrobe and rock this chic hue with confidence.

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