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NVDA trade ideas

NVDA Breakout Alert: TA for Nov. 20, 2024NVDA has been exhibiting a strong recovery from its recent lows, breaking out of a descending trendline on the hourly timeframe. With bullish momentum building, this stock is primed for both scalping and swing trade setups. In this analysis, we’ll dive into the market structure, supply and demand zones, price action insights, and trading opportunities to capitalize on NVDA’s movement. Market Structure Overview * Trendline Breakout: NVDA has decisively broken out of a descending trendline, signaling potential upside. * Current Price Action: Trading at $149.68 with strong bullish candles and volume confirming the breakout. * Volume Analysis: Increased buying volume during the breakout phase, suggesting institutional interest. Supply & Demand Zones * Demand Zone (Support): $137.06 - $140.32. This area has historically seen strong buying interest and could act as a safety net for pullbacks. * Supply Zone (Resistance): $149.95 - $155.00. This region is the next significant hurdle NVDA must clear to confirm a bullish continuation. Key Levels * Support Levels: $137.06, $140.32. * Resistance Levels: $149.95, $155.00. Order Blocks * Bullish Order Block: $137.00 - $138.50. Watch for potential rebounds if NVDA retraces to this level. * Bearish Order Block: $149.50 - $150.00. This area may see selling pressure and could be a profit-taking zone for scalpers. Technical Indicators * 9 EMA & 21 EMA (Hourly): The stock is trading well above these levels, indicating a strong bullish trend. * MACD (Hourly): Bullish crossover with increasing histogram bars, signaling momentum. * RSI (Hourly): Hovering near 70, indicating strength but watch for overbought conditions. Scalping Plan * Entry: Look for a pullback to the $147.00 - $148.00 range with confirmation from bullish candles. * Exit: Target $149.50 initially, then $150.00 for extended profits. * Stop-Loss: Tight stop at $146.50 to limit risk. * Game Plan: Focus on momentum plays near breakout levels. Use high-volume candles as confirmation for entries. Swing Trading Plan * Entry: Buy on a retracement to the $140.00 - $143.00 demand zone. * Exit: Partial profit at $149.95, with the final target at $155.00. * Stop-Loss: Below $137.00 to avoid deeper pullbacks. * Game Plan: Monitor for continuation patterns like flags or pennants above $149.00 to add to positions. Projection NVDA’s breakout is supported by strong technicals and volume. If it sustains above $149.95, it is likely to test $155.00 in the coming sessions. Failure to hold $147.00 may result in a retest of the $140.00 support zone, offering another buying opportunity. My Thoughts NVDA appears poised for further upside in the short term, but caution is warranted near key resistance zones. Scalpers should watch for quick reactions near $149.50, while swing traders can benefit from the broader trend. Stick to the plan, respect your stops, and let the market guide your moves.
NASDAQ:NVDA
by BullBear-Insights
NVIDIA (NVDA) Earnings Beat Expectations! 🚀 NVIDIA (NVDA) Earnings Beat Expectations! 🚀 NVIDIA just released its earnings report last night, and the results are stellar: 💰 Revenue: $35.08 billion 🔥 Exceeded Expectations: By 5.77% This impressive beat highlights NVIDIA's dominance in the AI and semiconductor space, showcasing its ability to capitalize on booming demand for cutting-edge technology. 📊 Market Outlook The market is expected to react positively during the pre-market session. Based on Elliott Wave analysis on the 25-minute chart: Current Position: Wave 2 Potential Move: A strong rally could lead to new all-time highs at $151 and $155. ⚠️ However, if we see a drop below $137.70, it could signal a liquidity grab before the anticipated move upward. 💡 Pro Tip: Monitor pre-market action and key levels closely to optimize your entry and risk management. #NVIDIA #Earnings #StockMarket #NVDA #ElliottWave
NASDAQ:NVDALong
by MESHANL
NVDA Predictive Modeling Outlook : Pre Earnings 11-20-24I thought I would have a little fun with my ADL Predictive Modeling system. This shows the Daily & Weekly predictive results for NVDA prior to the earnings data release. Have fun. This is really just to show you how the ADL system works and to test the outcome related to NVDA's earnings/outcome. Get some.. #trading #research #investing #tradingalgos #tradingsignals #cycles #fibonacci #elliotwave #modelingsystems #stocks #bitcoin #btcusd #cryptos #spy #es #nq #gold
NASDAQ:NVDAShort
by BradMatheny
NVDA Analysis – Watching Key Levels! Hello Folks Alright, here’s what I’m seeing on NVDA. We’re still bullish for now, but I’ve marked the level where things could shift if it breaks. First Entry: Around $140, expecting support to hold and price to bounce. Second Entry: If price breaks $151, I’ll look to add at $148 after a retest for continuation. Targets : TP1: $151.69 TP2: $162.66 Stops below $136, keeping it tight in case the CHOCH level breaks and we start heading lower. For now, the setup looks solid. Let’s see if $140 holds, or if we dip lower before the next move. What’s your thought, folks?
NASDAQ:NVDALong
by QuantumFusion
Nvidia Earnings Next Week: Key Insights for Traders - Recent Performance: In the lead-up to its earnings report scheduled for October 20, Nvidia (NVDA) has experienced significant market volatility, closing at approximately $142. The stock has oscillated within a range of $140 to $158, reflecting broader semiconductor sector trends. Despite a recent downturn of around 3%, Nvidia remains a standout performer, benefitting from strong investor interest in AI technology. - Key Insights: Traders should remain cautious as Nvidia's upcoming earnings could significantly influence market sentiment. If the stock sustains levels above $140, it may present a solid buying opportunity. However, a drop below this level could trigger further declines, marking a shift towards a bearish trend. It is crucial to watch Nvidia's earnings closely, as this could define short-term price movements and longer-term trends in the semiconductor industry. - Expert Analysis: Analysts predict that Nvidia's earnings will demonstrate impressive growth, estimating revenues of around $33 billion, but they caution against underestimating the potential for supply issues. Traders generally view the upcoming report as a critical moment for both Nvidia and the broader tech market, stressing the importance of the guidance given during the earnings call. The sentiment appears cautiously optimistic, though uncertainty looms about immediate post-earnings volatility. - Price Targets: Based on the wisdom of all professional traders, the next week targets for NVDA are as follows: Target 1: $145 Target 2: $155 Stop 1: $140 (support level to monitor for long positions) Stop 2: $135 (critical low to signal a bearish trend) Longer-term targets include a potential price of $175 within the next two to three months if Nvidia successfully navigates this earnings season and continues to capitalize on AI demand. - News Impact: Nvidia's earnings report is drawing particular focus, as the company plans to unveil projected revenues and expectations tied to its new Blackwell chips. Furthermore, the semiconductor sector's dynamics will be under scrutiny, especially following recent negative sentiment surrounding other key players. Any weak guidance or disappointing results could prompt a broader market sell-off, particularly affecting related tech stocks. This succinct analysis should equip traders with essential insights and actionable strategies as Nvidia approaches this pivotal earnings report, enabling informed decisions within a volatile market landscape.
NASDAQ:NVDALong
by CrowdWisdomTrading
Nvidia Reports Earnings Next Week. What Does Its Chart Say?More than 90% of S&P 500 stocks have already reported quarterly earnings, but tech giant Nvidia NASDAQ:NVDA is set to release results next week. Let's see what NVDA's technical and fundamental analysis says heading into its fiscal Q3 earnings report next Wednesday (Nov. 20) after the bell. Nvidia's Fundamental Analysis As I write this on Tuesday (Nov. 12), the Street is looking Nvidia to report $0.74 in adjusted earnings per share on nearly $33 billion of revenue. That would amount to 100% earnings growth and 82.3% in revenue gains year over year. But as incredible as such gains would seem, that would actually represent a deceleration of growth for Nvidia -- probably due to the simple laws of scale. CEO Jensen Huang has said that demand for Nvidia's products remains "over-subscribed," but large year-over-year gains are impossible to match forever. Nvidia saw 152% in year-over-year earnings growth in its fiscal Q2 after four successive quarters of 440% or more in annual gains. Revenue growth likewise fell to "only" 122% year on year in fiscal Q2 after three successive quarters of 206% or more in annual gains. In fact, of the 36 sell-side analysts that I've found who cover NVDA, 31 have revised their earnings estimates higher since the current quarter began. (The remaining five revised their forecasts lower.) Looking at Nvidia's fiscal Q2 financials, the company had $48.7 billion of trailing-twelve-month operating cash flow as of July 28. That included $1.9 billion of capex (capital expenditures), leaving $46.8 billion of free cash flow. The firm used $26.4 billion of that free cash to repurchase common stock, plus another $540 million for dividends to shareholders. All in, Nvidia had a $34.8 billion cash position as of July 28, as well as $59.6 billion of current assets. Current liabilities added up to $14 billion, making for a seemingly robust 4.27 current ratio. The company had no short-term debt on its books, while total assets amounted to $85.2 billion (of which goodwill and other intangibles only made up a seemingly conservative 6.5%). Meanwhile, total liabilities less equity came in at $27.1 billion, including $8.5 billion of long-term debt. Nvidia could have paid that out of pocket more than four times over out of its available cash. Nvidia's Technical Analysis Here's NVDA's chart as of Nov. 12 going back roughly one year: Readers will see that the stock rallied from late October 2023 to June 2024, as denoted by the green and red vertical lines above. If we apply a Fibonacci model (the shaded-blue above), we can see that Nvidia found support at about $90 -- its 50% retracement level -- in very early August. Next, going back to the start of the Fibonacci model and applying an Andrews' Pitchfork model (the purple line above) shows that NVDA has developed a tight pattern since leaving its Fibonacci period in August. But heading into next week's earnings report, NVDA is threatening to take the Pitchfork's upper trendline (the black line at the chart's upper right). The upper trendline serves as Nvidia's moving pivot, which the above chart projects will stand at about $155 by Nov. 20. Meanwhile, readers will see that Nvidia's Relative Strength Index (the gray line at the above chart's top) looks strong, but not overbought. The stock's daily Moving Average Converge Divergence indicator (or "MACD," denoted by black and gold lines and blue bars at the chart's bottom) appears ever-so-slightly bullish as well. Of the MACD's three components, the 12-day Exponential Moving Average (or "EMA," denoted by the black line at the bottom of the chart) is above the 26-day EMA (the gold line). At the same time, the histogram of the 9-day EMA (the blue bars at the bottom) is just above zero. All of that represents an historically bullish signal, although not an overwhelming one. The Bottom Line Add all of the above up and Nvidia looks about as fundamentally sound as a firm could be. Projected demand for its products also looks intense enough for the firm to keep growing sales and perhaps even margin. What the stock does next week will likely depend on the guidance provided and how well the company's analyst conference call goes. True, NVDA looks expensive at 37x forward earnings, but it's pretty much always been on the expensive side. The stock's forward price-to-earnings ratio is actually down from 44x this past summer and 63x the summer prior to that. (Moomoo Markets Commentator Stephen "Sarge" Guilfoyle was long NVDA as of the time of writing this column.) This article discusses technical analysis, other approaches, including fundamental analysis, may offer very different views. The examples provided are for illustrative purposes only and are not intended to be reflective of the results you can expect to achieve. Specific security charts used are for illustrative purposes only and are not a recommendation, offer to sell, or a solicitation of an offer to buy any security. Past investment performance does not indicate or guarantee future success. Returns will vary, and all investments carry risks, including loss of principal. This content is also not a research report and is not intended to serve as the basis for any investment decision. The information contained in this article does not purport to be a complete description of the securities, markets, or developments referred to in this material. 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NASDAQ:NVDA
by moomoo
1
Nvidia Q3 24 Earnings in Focus Q3 24 earnings for Nvidia (Nasdaq; ticker: NVDA) – a leader in the artificial intelligence (AI) chip and data centre solutions market – and the company’s Q4 forward guidance will be released after the market closes today. Over the past two years, Nvidia's performance has been nothing short of remarkable, resulting in substantial growth in both share price and company revenue. The Q2 24 earnings announcement revealed that data centre growth jumped to US$26.3 billion, rising 16% from Q1 24 and was up more than 150% compared to a year ago (Q2 23). This also helped fuel record quarterly revenue, rising 122% (US$30.0 billion) from a year ago (Q2 23). The company’s bottom line – net income – doubled to nearly US$17 billion in Q2 24, compared to a little over 6US$ billion a year ago (Q2 23). Earnings for Nvidia are set to be reported for the fiscal quarter ending on October 31 of this year. This event is highly anticipated on Wall Street, with significant expectations from investors. According to analysts at Bank of America (BofA), the results could influence the short-term direction of the US stock market. Notably, Nvidia has contributed to approximately 20% of the returns in the S&P 500 over the past year. Therefore, today’s earnings release will likely impact stock market indexes, with implied options suggesting a potential 10% swing in the company’s share price following the earnings announcement. Earnings will take centre stage, and the company's forward guidance will also be significant. Investors will be particularly focused on margin and market share levels to see if they remain stable as the company works to get Blackwell operational. This also comes after Nvidia recently surpassed Apple (Nasdaq: AAPL) to become the largest company in the world by market capitalisation, now valued at $US3.6 trillion. Other key metrics to keep an eye on: • Net income: US$17.4 billion expected versus US$9.2 billion a year earlier • Revenue: US$33.1 billion expected versus US$30.0 billion in Q2 24 • Earnings Per Share (EPS): US$0.75 per share expected versus US$0.38 a year earlier Analysts Favour Buying The company’s growth and strong performance are expected to have continued in Q3 24. According to data provided by Refinitiv, 90% of the analysts polled currently rated the stock as a ‘Buy’ (33% of which rated it as a ‘Strong Buy’). Around 10% of the analysts suggested a ‘Hold’. Year to date, the NVDA stock is up nearly 200%, with the company’s share price rallying 20% since pencilling in a low of US$90.69 at the end of August. Over the previous five years, the stock has also rallied an eye-watering 2,600%. What Are the Charts Saying? It would be an understatement to say that the stock is trending higher. The higher highs and higher lows seen on the weekly chart are a textbook definition of an uptrend. At the tail end of September, the stock ruptured the upper boundary of a pennant pattern (drawn from the high of US$140.76 and US$90.69) and has since pushed higher. Generally, once a chart pattern completes – pencils in a breakout – traders will look to apply the pattern’s take-profit objective, which in this case, can be found by extending the pole’s value from the breakout point. As you can imagine, this would involve a profit objective at around US$450.00. Over on the daily chart, the stock has been caught within an ascending channel since the middle of October, extended from US$128.74 and US$144.42. You will also note that the stock left the lower boundary of its ascending channel unchallenged this week and rallied nearly 5.0% yesterday. Technically, this indicates strength and a breakout above the upper boundary of the ascending channel to potentially refresh all-time highs. Written by FP Markets market analyst Aaron Hill.
NASDAQ:NVDALong
by FPMarkets
Nvda results tonight. Be careful… NVIDIA Earnings Today: Strong Results Expected, But Future Outlook Raises Questions NVIDIA (NVDA) is set to release its earnings today, and analysts are anticipating strong results, with projected revenue of around $33.1 billion and EPS estimates of $0.71. Given NVIDIA’s dominance in the AI and semiconductor markets, the company is expected to meet or slightly beat expectations. However, looking ahead, there are several factors that could challenge its future growth and stock performance: 1. Supply Chain Constraints NVIDIA has faced production bottlenecks, particularly with its new Blackwell AI chips. These challenges could slow revenue growth and limit the company’s ability to meet increasing demand. 2. Market Saturation The semiconductor industry is showing signs of a slowdown in global chip demand, with inventory excess becoming an issue. Coupled with increasing competition from companies like AMD and Intel, NVIDIA’s pricing power and market share could be affected. 3. Economic and Sector Volatility Broader economic uncertainty and volatility in the tech sector pose risks to investor sentiment. While AI remains a hot topic, the tech sector has seen significant layoffs, which could indicate a slowdown in spending on high-end hardware. 4. Regulatory and Geopolitical Challenges U.S. export restrictions on advanced AI chips to China and other regions could limit NVIDIA’s market opportunities. With geopolitical tensions on the rise, these restrictions may become a bigger hurdle for future growth. Outlook While NVIDIA’s earnings are expected to be strong, the stock’s performance may hinge on its forward guidance. If growth projections fail to address these headwinds, we could see negative sentiment around the stock, even with positive earnings results. Investors should carefully evaluate the long-term potential of the AI and semiconductor markets when considering NVIDIA’s future. For me I’m edging towards the bearish yet I’m back to sitting on my hands till after the results. The reason for me going bearish is the both the weekly and the daily macd have diverged along with the fact that the last release was a beat yet we had a slight decline post release. What are your thoughts? Will NVIDIA’s strong results outweigh these challenges, or could the future bring pressure
NASDAQ:NVDAShort
by jhesler
2024: The Year NVIDIA Changed Game RulesNVIDIA (Ticker AT: NVDA.US) closed 2024 with record numbers and clear dominance in key industries such as artificial intelligence (AI), data centers and advanced graphics. The company, which remains a pillar of the technology sector, continues to surprise analysts and investors alike with its ability to exceed expectations and lead innovation. Fourth Quarter 2024 Financial Results In the fourth quarter of 2024, NVIDIA reported revenue of $22.1 billion, beating initial estimates of $20.6 billion. Earnings per share (EPS) came in at $5.16, well ahead of the forecast of $4.64. This solid performance reflects the impact of strong demand for its high-performance chips, used in AI, advanced graphics and machine learning applications. The data center segment again stood out as the main growth driver, generating more than 60% of total revenue. Meanwhile, the gaming segment contributed $3.4 billion, demonstrating that, although NVIDIA has diversified its business, the gaming market remains an important pillar. Promising Outlook for 2025 Looking ahead to the first quarter of 2025, NVIDIA projects revenue of $24 billion, beating Wall Street expectations of $22.2 billion. This optimism is supported by the rise of AI and the increasing adoption of its technology innovations, such as H100 GPUs and the new Blackwell series, designed to accelerate big data processing. In addition, the company continues to expand its influence in emerging industries such as automotive and professional visualization. Its NVIDIA DRIVE platform, focused on autonomous vehicles and advanced driver assistance systems (ADAS), is gaining traction in the automotive market. Diversification and Technology Leadership 1. Gaming: A Relevant Pillar GeForce RTX graphics cards keep NVIDIA as a market leader in video games, especially thanks to their integration with platforms such as Steam and GeForce NOW. Although growth in this segment was moderate, it remains crucial for the company. 2. Data Centers: Dominance in the Age of AI The adoption of A100 and H100 GPUs for AI and cloud computing applications reinforces NVIDIA's role as a key player in this sector. Companies such as Microsoft and Google continue to rely on its products to develop advanced processing solutions. 3. Automotive and Professional Visualization In automotive, NVIDIA is advancing technologies for autonomous vehicles, while its professional visualization solutions, such as NVIDIA Omniverse, are transforming industries such as architecture, 3D design, and filmmaking. Technical Aspect If we look at the chart NVIDIA started its upward climb in October last year, a whole year in an unstoppable bullish range. The release of yesterday's data allows us to understand that the firm's strength has a loyal following. Looking at the crosses of averages, the 200 average is well separated from the 100 and 50 averages, so the momentum seems to be sustained by a market believer in the company. If we look at the Check Point (POC) we see that the advance in its price has only generated 3 bells with a check point marked in a zone of $50 so if the company does not perform as it should in 2025 it would be more than likely that this would be its current floor, which coincides with the area of the upward momentum. RSI at 63.88% marks us a perception of a company with a strong following and it would not be unusual to see it reach the $200-$220 price this year if everything continues in such a trending market. Conclusion: An Unstoppable Technology Powerhouse NVIDIA's 2024 results not only exceeded expectations, but also underscore its ability to adapt and lead in an ever-changing technology environment. With record revenue and prospects for sustained growth, the company has established itself as a cornerstone of the global technology industry. Looking ahead to 2025, NVIDIA is positioned to continue to dominate key markets such as AI, gaming and automotive, with a continued focus on innovation and sustainable growth. Ion Jauregui - Analyst ActivTrades ******************************************************************************************* The information provided does not constitute investment research. The material has not been prepared in accordance with the legal requirements designed to promote the independence of investment research and such should be considered a marketing communication. All information has been prepared by ActivTrades ("AT"). The information does not contain a record of AT's prices, or an offer of or solicitation for a transaction in any financial instrument. No representation or warranty is given as to the accuracy or completeness of this information. 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NASDAQ:NVDALong
by ActivTrades
NVDIA - Arguments For BullsMedianlines (Pitchforks) do not forecast. They PROJECT the most probable path of price. At each moment in time, a "Medianline/Pitchfork Analyst" can relay on the rules and the framework they provide. In this case I see the following arguments for a continuation to the upside: - price is above the Center-Line - price did test the CL two times and hold - price was attempted to test the CL a third time, but was even too strong to reach it, and is now in this very momentum to the upside - when price trades towards a Medain-Line but can't reach it, it's a sign that price will continue the direction it had before (up in this case). The next Target is the "next" Medianline, which is the U-MLH (Upper-Medianline-Parallel) - price broke the blue-dashed A/R line to the upside All said, we have to keep in mind that there is also a opposite side of the Coin. I will provide another Chart Analysis with "Arguments For Bears".
NASDAQ:NVDALong
by Tr8dingN3rd
Nvidia Testing Key Ichimoku Support Ahead of EarningsUpcoming Earnings The Nvidia Corporation (ticker: NVDA) is scheduled to report earnings after the market closes tomorrow. The consensus Earnings Per Share (EPS) estimate for the fiscal quarter ending October 2024 is US$0.70; the reported EPS for the same quarter a year prior was US$0.38. Trend Favouring Dip Buying Ahead of the company’s earnings report later this week, there is no denying that buyers remain in control. Despite a moderate correction in June and July, the NVDA stock has largely been one-way traffic to the upside, up around 180% this year so far. You will see that the NVDA stock recently established a correction from an all-time high of US$150.00 and is currently testing the Ichimoku’s Base Line (red at US$139.26). Between this value and the Ichimoku’s Conversion Line just above it (Blue at US$143.46), this area, also the case in October, can provide investors with a support zone to work with. Adding to this, you will also see that the Relative Strength Index (RSI) is testing the 50.00 centreline, which can – and often does – provide support for the stock. In the event that current support fails, Ichimoku traders will be closely watching the Ichimoku Cloud Support zone between the Leading Span B (light orange at US$125.36) and the Leading Span A (light green at US$141.36). Price Direction? With the stock trending northbound and the RSI close to testing the 50.00 centreline support, as well as price action currently respecting the lower boundary of the space formed between the Ichimoku’s Conversion and Base Lines, this could be a location that buyers attempt to lift the stock higher.
NASDAQ:NVDALong
by FPMarkets
NVIDIA (NVDA): Targeting $166 amid AI momentumNVIDIA continues to dominate the AI and computing landscape, with a significant development in Japan: SoftBank’s telecom unit will soon receive Nvidia’s advanced Blackwell chip design for its supercomputers. The upcoming earnings report on November 20 is critical in sustaining NVIDIA’s exceptional growth trajectory. CEO Jensen Huang’s company has projected third-quarter revenue of approximately $32.5 billion, propelled by substantial demand for Hopper and Blackwell GPUs. These GPUs are crucial for strengthening NVIDIA’s data center segment, which currently operates with an impressive 68% margin. Priced between $30,000 and $40,000, Blackwell chips are already seeing high demand, with production scaling in Q4 2024. From a technical perspective, NASDAQ:NVDA still has room to grow, with a targeted area of $166 or higher in the short term. We are closely monitoring the stock for either a move into this target or a shift in market structure that could change the outlook. Stay tuned for updates as we approach the earnings call and as NVIDIA continues to set new milestones in the tech space.
NASDAQ:NVDALong
by freeguy_by_wmc
Get ready get set for Nvidia's earningsIn the lead-up to its earnings report on Thursday morning AEDT, Nvidia's stock pulled back 1.29% to $140.15 overnight. Expectations are high, and the market will go into the announcement positioned long, looking for a fifth consecutive quarterly earnings beat. If Nvidia's results beat expectations, its shares could climb above $150 in the sessions ahead. Conversely, disappointment could prompt a swift downturn toward the critical support level at $130.00. CEO Jensen Huang's commentary on the call will be particularly important regarding expectations around the Blackwell launch, supply, and Hopper shipments. Given Nvidia's significant impact, its performance will undoubtedly drive sentiment in the tech sector and the broader market into year-end. For the record, there is a range of expectations out there. - Eikon has an EPS of $0.72 and Revenues of $32.1 billion expected which seems on the low side. - A large US broker is forecasting EPS of $0.79c and Revenues of $38.8 billion. - Earnings Whisper has EPS of $0.78c and Revenues of $32.81 billion.
NASDAQ:NVDALong
by IG_com
The Future of AI Operations: MLOps and NVIDIA's VisionMLOps: Transforming AI into Scalable Enterprise Solutions In today’s fast-evolving technological landscape, MLOps (Machine Learning Operations) has emerged as a vital discipline for businesses striving to scale AI solutions effectively. This burgeoning field combines machine learning, DevOps, and data engineering to streamline the development, deployment, monitoring, and management of machine learning models in production. While MLOps was initially shaped by generalized practices, industry leaders like NVIDIA have taken this framework to new heights, integrating it with cutting-edge hardware and software to drive enterprise AI innovation. Here's a comprehensive look at MLOps and how NVIDIA has helped businesses unlock the true potential of AI. As NVIDIA NASDAQ:NVDA prepares to release its third-quarter earnings, with estimates of $0.74 per share and $32.81 billion in revenue, its dominance in AI and MLOps underscores the strategic importance of these technologies in today’s digital economy. What Is MLOps? At its core, MLOps is a set of best practices, tools, and methodologies designed to operationalize machine learning models, ensuring they remain reliable, scalable, and effective in dynamic environments. It builds on the principles of DevOps, extending them to include data scientists and machine learning engineers, ensuring seamless collaboration across teams. MLOps enables businesses to: 1. Automate repetitive processes such as model training, deployment, and monitoring. 2. Ensure reproducibility of experiments and results. 3. Scale AI solutions as businesses grow. 4. Continuously monitor and refine models to prevent performance degradation over time. Core Components of MLOps 1. Data Pipeline Management: - Automating data collection, cleaning, and preprocessing. - Managing real-time data streams for dynamic model training. 2. Model Development and Experimentation: - Providing tools for tracking experiments, version control, and reproducibility. - Allowing iterative experimentation to optimize models for specific tasks. 3. Model Deployment: - Deploying models into production environments using containers (e.g., Kubernetes, Docker). - Supporting diverse deployment scenarios, including real-time inference and edge computing. 4. Monitoring and Maintenance: - Continuously monitoring model performance for accuracy, latency, and resource efficiency. - Automating retraining pipelines to adapt to changes in data or operational requirements. 5. Scalability and Governance: - Enabling enterprises to scale AI solutions across large datasets and infrastructures. - Ensuring compliance with industry standards and ethical AI guidelines. Here's a practical pie chart showing the distribution of effort across key stages in the MLOps workflow: Data Collection, Model Training, Model Deployment, and Monitoring. MLOps in Action: The NVIDIA Story As one of the pioneers in AI and GPU-based computing, NVIDIA has played a transformative role in advancing MLOps, enabling businesses to scale and operationalize AI solutions with unprecedented efficiency. By providing a robust ecosystem of hardware, software, and services, NVIDIA has set a gold standard for MLOps in enterprise AI. 1. NVIDIA’s AI Infrastructure: NVIDIA’s DGX Systems and DGX SuperPODs deliver the computational power needed to train and deploy complex AI models. These GPU clusters provide unmatched scalability, making them ideal for handling large datasets and real-time AI workloads. Example: The DGX BasePOD architecture allows organizations to create powerful GPU clusters optimized for AI development and deployment. 2. NVIDIA AI Enterprise Suite: The NVIDIA AI Enterprise platform includes tools like: - Triton Inference Server for efficient model deployment. - TAO Toolkit for fine-tuning pre-trained models with minimal coding. - RAPIDS for accelerating data science workflows. These tools simplify the end-to-end AI lifecycle, ensuring businesses can deploy and manage AI models with ease. 3. Real-World Use Cases: - Retail Optimization: A major retailer used MLOps capabilities in a public cloud powered by NVIDIA GPUs to create an AI service that reduced food waste by 8-9%. By forecasting when to restock shelves, the retailer optimized inventory management and minimized spoilage. - Predictive Maintenance: A PC manufacturer utilized NVIDIA’s AI infrastructure to predict laptop maintenance needs, enabling proactive updates and reducing downtime for customers. Scaling MLOps with NVIDIA and Cloud Providers NVIDIA has partnered with major cloud providers to integrate MLOps capabilities into their platforms: - AWS SageMaker: Accelerates machine learning workflows with NVIDIA GPUs, enabling automated model training and deployment. - Google NASDAQ:GOOGL Vertex AI: Leverages NVIDIA GPUs for seamless scaling and orchestration of AI models. - Azure Machine Learning: Offers NVIDIA-optimized infrastructure for developing responsible AI solutions. - Alibaba NYSE:BABA Cloud and Oracle Cloud: Provide NVIDIA-powered platforms for quick experimentation and deployment of machine learning projects. These integrations allow businesses to choose flexible, cloud-based solutions for their AI needs, reducing operational overhead while ensuring performance and scalability. Here's a bar chart illustrating the resource allocation in AI infrastructure across Compute Resources, Storage, Networking, and Software Tools. Why NVIDIA Excels in MLOps 1. Industry-Leading Hardware: NVIDIA’s GPUs are designed for high-performance AI workloads, enabling rapid training and inference. 2. End-to-End Solutions: From infrastructure to software tools, NVIDIA offers a comprehensive ecosystem for MLOps. 3. Focus on Standards: NVIDIA’s collaboration with the AI Infrastructure Alliance (AIIA) helps set industry standards and best practices for MLOps. 4. Support for Open-Source Tools: NVIDIA works with open-source platforms like Kubeflow and ClearML, ensuring flexibility for developers and engineers. With a revenue estimate of $32.81 billion for Q3, NVIDIA’s financial success reflects its role in pioneering AI infrastructure and MLOps solutions. Its offerings, like DGX systems and AI Enterprise, continue to dominate the enterprise AI landscape MLOps: The Future of AI in Business The rapid adoption of AI across industries underscores the importance of robust MLOps frameworks. With NVIDIA’s contributions, enterprises can now manage the full lifecycle of AI development, from data collection to model deployment, with confidence and efficiency. Whether it’s optimizing retail operations, predicting maintenance, or developing cutting-edge applications, MLOps ensures that AI becomes a seamless part of an organization’s digital ecosystem. Thanks to pioneers like NVIDIA, the vision of scalable, reliable, and impactful AI is now a reality. Final Thoughts MLOps is more than just a framework—it’s a paradigm shift in how businesses approach AI. By leveraging NVIDIA’s advanced tools, infrastructure, and partnerships, organizations can achieve unparalleled efficiency, scalability, and innovation in their AI endeavors. The journey from experimentation to enterprise-ready AI has never been more accessible or powerful. As NVIDIA announces its Q3 results, the company’s vision for the future of AI operations becomes even more critical. The expected revenue of $32.81 billion underscores how integral MLOps and AI are to the company's continued growth and innovation. The chart visualizations in this article were created using the TradingView platform, a leading solution for market analysis and charting. Special thanks to TradingView for providing an exceptional platform that supports traders and analysts worldwide.
NASDAQ:NVDAEducation
by SroshMayi
Beyond Fallacy, Heuristic, and Bias..!Fallacy, heuristic, and bias are terms often used in psychology, logic, and decision-making, each referring to concepts that influence how we think and make judgments. Here’s a breakdown of each: 1. Fallacy A fallacy is a flaw in reasoning or logic that undermines the validity of an argument or conclusion. Fallacies can be either formal (based on a structural flaw in deductive reasoning) or informal (based on errors in reasoning related to content or context). Common types of fallacies include: • Ad Hominem: Attacking the person instead of the argument. • Straw Man: Misrepresenting someone’s argument makes it easier to attack. • False Dilemma: Presenting two extreme options when more exist. • Circular Reasoning: Using the conclusion as one of the premises. Fallacies are often unintentional and can result from poor reasoning or emotional biases. 2. Heuristic A heuristic is a mental shortcut or rule of thumb that people use to make decisions or solve problems more efficiently. While heuristics can help us make decisions quickly, they can sometimes lead to errors or biases. They are not guaranteed to be accurate but are practical for navigating complex or uncertain situations. Common heuristics include: • Availability heuristic: Judging the likelihood of an event based on how easily examples come to mind. • Representativeness heuristic: Making judgments based on how similar something is to a prototype, rather than on statistical reasoning. • Anchoring heuristic: Relying heavily on the first piece of information encountered (the “anchor”) when making decisions. 3. Bias A bias is a systematic deviation from rational judgment or decision-making. It often results from heuristics or emotional influences and can affect how people perceive information, interpret data, or make decisions. Biases can lead to faulty reasoning and skewed judgments. Types of cognitive biases include: • Confirmation bias: Focusing on information that confirms preexisting beliefs and ignoring contradictory evidence. • Overconfidence bias: Overestimating the accuracy of one’s knowledge or abilities. • Framing effect: Being influenced by how information is presented, rather than the content itself. In summary: • Fallacies are errors in reasoning that invalidate arguments. • Heuristics are mental shortcuts that simplify decision-making but can lead to errors. • Biases are systematic deviations from rationality, often caused by heuristics or emotional factors. Here's a concise overview of fallacies, heuristics, and biases in trading: Fallacies: 1. Confirmation Bias: Seeking information that confirms existing beliefs while ignoring contradictory evidence 2. Survivorship Bias: Focusing only on successful trades/investors, overlooking failures 3. Sunk Cost Fallacy: Continuing a losing trade because of previous investment Heuristics: 1. Availability Heuristic: Overemphasizing recent or memorable market events 2. Anchoring Heuristic: Relying too heavily on first piece of information encountered 3. Representative Heuristic: Assuming current market conditions will continue based on limited data Cognitive Biases: 1. Loss Aversion: Feeling losses more intensely than equivalent gains 2. Overconfidence Bias: Overestimating personal trading abilities 3. Herding Bias: Following market crowd instead of independent analysis 4. Recency Bias: Giving more weight to recent market performance 5. Emotional Bias: Making decisions based on fear or greed rather than rational analysis Mitigation Strategies: - Develop systematic trading rules - Use objective criteria for entry/exit - Maintain a trading journal - Practice disciplined risk management - Regular self-assessment and strategy review
NASDAQ:NVDAEducation
by Moshkelgosha
NVDA Earnings - A gamblers paradiseQuick update on NVDA going into earnings Video explains much, but from an upside perspective, I'm expecting resistance to hit at about $160 if we do get that gap up with an extended move to $168 possible. Beyond that would be a little unexpected. To the downside, I'm looking at the support at $132 and below that, $123 - all based on fibonacci confluence. There are price action supports that would also support this as well. Beyond $123 would also be unexpected at this time. Trading earnings is highly volatile, so do it with care and don't overleverage yourself! Have a great day!
NASDAQ:NVDA
by bitdoctor
The key is whether it can be supported and rise near 137.39 Hello, traders. If you "Follow", you can always get new information quickly. Please click "Boost" as well. Have a good day today. ------------------------------------- (NVDA 1W chart) This is the stock with the highest trading volume among NAS100 stocks. It showed a downward trend near 1 (150.20), which was expected to be touched. Accordingly, the key is whether it can maintain the price by rising above 141.98. If not, it is possible that it will fall to around 123.54. - (1D chart) The key is whether it can receive support near 137.39 and rise above the MS-Signal (M-Signal on the 1D chart) indicator. Accordingly, it is expected to continue the upward trend if it rises above 0.886 (143.44). If not, if it falls below 137.39, it is likely to fall near the M-Signal indicator on the 1W chart. - Have a good time. Thank you. --------------------------------------------------
NASDAQ:NVDA
by readCrypto
Nvidia Q3 Earnings PreviewAI powerhouse Nvidia is gearing up to unveil its third-quarter earnings on Wednesday, November 20th. With market expectations riding high and the stock already enjoying a stellar year, all eyes are on whether Nvidia can maintain its momentum. Let’s dive into what’s driving the anticipation for this key earnings release. Can Nvidia Beat the Street? Expectations for Nvidia’s Q3 results are sky-high, with Wall Street forecasting earnings per share (EPS) of $0.75, representing an 88% year-over-year increase. Revenue estimates are equally robust at $33.09 billion, an 82.6% jump compared to the same period last year. The data centre segment, Nvidia’s largest revenue driver, is expected to continue benefiting from the global surge in AI adoption, with particular strength in demand for GPUs used in AI training. The market will also watching closely for updates on Nvidia's Blackwell GPUs, which are anticipated to contribute significantly to future growth, despite current supply chain constraints causing some margin pressures. Beyond data centres, Nvidia’s other business segments, such as professional visualisation and gaming, are projected to post moderate growth. While gaming revenue has shown signs of recovery over recent quarters, money managers will be keen to understand whether this segment can return to pre-pandemic levels, given increasing competition and inventory challenges. Guidance for Q4 will also be a critical factor. The market is looking for clarity on whether Nvidia can sustain its impressive growth trajectory into the new fiscal year, particularly as macroeconomic headwinds and regulatory scrutiny pose potential risks to its operations. Key Levels: Technical Analysis Nvidia’s long-term uptrend is undeniable, with shares tripling in value this year. The stock has consistently held above its 200-day moving average and established a supportive ascending trendline fan. Additionally, the volume-weighted average price (VWAP) anchored to the start of the year has proven to be a key dynamic support zone during pullbacks, such as the one in August. That said, recent price action suggests a need for caution among bulls. Nvidia recently rallied to retest its June highs, but progress above this level has been limited. Currently, the stock is trading below the June highs, a sign of potential resistance. This failure, coupled with negative RSI divergence, indicates waning momentum in the short term. Whether Wednesday’s Q3 earnings will inject fresh life into Nvidia’s uptrend or mark a pause in its meteoric rise remains to be seen. NVDA Daily Candle Chart Past performance is not a reliable indicator of future results Key Levels to Watch • Resistance: June highs and last week’s trend highs. • Short-term Support: The trendline fan. • Major Support: VWAP anchored to the start of the year and the 200-day moving average. Disclaimer: This is for information and learning purposes only. The information provided does not constitute investment advice nor take into account the individual financial circumstances or objectives of any investor. Any information that may be provided relating to past performance is not a reliable indicator of future results or performance. Social media channels are not relevant for UK residents. Spread bets and CFDs are complex instruments and come with a high risk of losing money rapidly due to leverage. 82.67% of retail investor accounts lose money when trading spread bets and CFDs with this provider. You should consider whether you understand how spread bets and CFDs work and whether you can afford to take the high risk of losing your money.
NASDAQ:NVDA
by Capitalcom