Core Focus - Data science emphasizes the importance of mathematical definitions [1] Key Areas - The field highlights 25 critical mathematical definitions for data science applications [1]

Industry Overview - The technology services industry is mature, with demand for services in good shape, and revenues, income, and cash flows are expected to gradually return to pre-pandemic levels, enabling stable dividends for most players [1] - The global shift toward digitization is creating opportunities in markets such as 5G, blockchain, and AI, with companies adopting generative AI, machine learning, and data science to gain competitive advantages [4] - The business software industry is benefiting from strong demand for multi-cloud-enabled software solutions as companies transition from legacy platforms to modern cloud-based infrastructure [4] Company Highlights AppLovin Corp. (APP) - AppLovin is a software-based platform for mobile app developers, enhancing marketing and monetization of apps [6] - The introduction of AI-powered AXON 2.0 technology and strategic expansion in gaming studios have significantly boosted revenue growth [7] - AppLovin's expected revenue and earnings growth rates for the current year are 16% and 84.8%, respectively, with a Zacks Consensus Estimate for current-year earnings improving by 0.1% in the last seven days [8] - The average short-term price target for AppLovin shares indicates a potential increase of 37% from the last closing price of $341.64, with a maximum upside of 90.3% [8] Duolingo Inc. (DUOL) - Duolingo operates as a mobile learning platform offering courses in 40 different languages and provides a digital language proficiency assessment exam [10] - The company utilizes AI applications to personalize and automate the learning process, with tools like Birdbrain analyzing real-time user performance [11] - Duolingo's expected revenue and earnings growth rates for the current year are 33.5% and 54.3%, respectively, with the Zacks Consensus Estimate for current-year earnings improving by 2.1% over the last 60 days [12] - The average short-term price target for Duolingo shares indicates a potential increase of 24% from the last closing price of $391.86, with a maximum upside of 53.1% [12]

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):Check this!! You can now raise PRs by just writing English prompts.I integrated the @codegen coding agent with Slack and asked it to build a video RAG app.5 minutes later, it raised a PR with fully working code.Completely hands-off! https://t.co/bcQFp6yBDJ ...

Core Insights - NetApp Inc. operates in the hardware and data infrastructure market, focusing on two key segments: Hybrid Cloud and Public Cloud [1] - Approximately 51% of the company's revenues come from the U.S., with the remainder generated from international markets [1] Segment Analysis - The Hybrid Cloud segment provides data storage solutions, which are essential for businesses transitioning to cloud-based infrastructures [1] - The Public Cloud segment complements the Hybrid offerings, allowing for scalable and flexible data management solutions [1]

Industry Overview - The technology services industry is mature with strong demand for services, and revenues, income, and cash flows are expected to gradually return to pre-pandemic levels, supporting stable dividends for most players [1] - The industry thrived in 2024 and continued its momentum into the first quarter of 2025 [1] - The global shift towards digitization is creating opportunities in markets such as 5G, blockchain, and artificial intelligence (AI), with companies rapidly adopting generative AI, machine learning (ML), and data science to gain competitive advantages [4] Investment Outlook - The Zacks-defined Technology Services industry ranks within the top 26% of Zacks Ranked Industries, indicating an expectation to outperform the market over the next three to six months [2] - Five mid and small-sized technology services stocks with strong short-term upside potential are recommended: Byrna Technologies Inc. (BYRN), Climb Global Solutions Inc. (CLMB), Adeia Inc. (ADEA), Priority Technology Holdings Inc. (PRTH), and Ivanhoe Electric Inc. (IE) [2][3] Company Highlights Byrna Technologies Inc. (BYRN) - Engaged in developing and selling less-lethal personal security solutions across multiple regions [6] - Average short-term price target indicates a potential increase of 48.6% from the last closing price of $25.53, with a target range of $33-$38 [8] - Expected revenue and earnings growth rates for the current year are 30.2% and 12.9%, respectively [9] Climb Global Solutions Inc. (CLMB) - Operates as a value-added IT distribution and solutions company [10] - Average short-term price target suggests a potential increase of 26.2% from the last closing price of $110.28, with a target range of $136 [13] - Expected revenue and earnings growth rates for the current year are 5% and 2.7%, respectively [14] Adeia Inc. (ADEA) - Operates as a media and semiconductor intellectual property licensing company [16] - Average short-term price target indicates a potential increase of 25.2% from the last closing price of $13.75, with a target range of $17-$18 [18] - Expected revenue and earnings growth rates for the current year are 9.2% and 7.1%, respectively [18] Priority Technology Holdings Inc. (PRTH) - Functions as a payment technology company with multiple segments [20] - Average short-term price target suggests a potential increase of 71.6% from the last closing price of $7.46, with a target range of $10-$16 [24] - Expected revenue and earnings growth rates for the current year are 11.4% and over 100%, respectively [25] Ivanhoe Electric Inc. (IE) - Focuses on minerals exploration and development, particularly for electrification [27] - Average short-term price target indicates a potential increase of 105.9% from the last closing price of $6.85, with a target range of $10-$20 [28] - Expected revenue and earnings growth rates for the current year are 2.6% and 51.4%, respectively [28]

The S&P 500 Index has been able to recoup all losses suffered due to the Trump administration’s tariff-led market mayhem at a lightning speed. On May 2, the broad-market index recorded a nine-day winning streak, for the first time since November 2004. With this, Wall Street’s most observed stock index recovered all losses since April 2, when President Donald Trump announced the imposition of reciprocal tariffs. The index is currently around 7% away from its all-time high recorded in February. During the tar ...

Global streaming giant Netflix Inc. (NFLX) has become a new icon for defensive picks by investors amid the Trump administration's tariff-led severe volatility on Wall Street. In the recently reported first-quarter 2025 results, NFLX handsomely beat the Zacks Consensus Estimate for bottom line while the top line was mostly in line with the consensus mark. Image Source: Zacks Investment Research Excellent Estimate Revisions for Netflix We have seen positive revenues and earnings estimate revisions for Netflix ...

Root, Inc. (NASDAQ:ROOT) Q4 2024 Results Conference Call February 26, 2025 5:00 PM ET Company Participants Matt LaMalva - Head, Investor Relations Alex Timm - Co-Founder & Chief Executive Officer Megan Binkley - Chief Financial Officer Conference Call Participants Tommy McJoynt - KBW Elyse Greenspan - Wells Fargo Operator Greetings and welcome to Root Inc. Fourth Quarter 2024 Earnings Conference Call. At this time, all participants are in a listen-only mode. A question-and-answer session will follow the for ...