- 在当前数字化时代，AI(人工智能)在金融领域正在发挥越来越重要的作用。例如Quantitative Trading (量化交易) 使用Algo-trading algorithmic trading strategies to execute orders in the market place is widely used by investment banks hedge funds pension funds mutual funds and other institutional traders which involves large volume high frequency short-term trades that are executed without human intervention based on pre-programmed instructions with price timing quantity or any mathematical model.
- Blockchain technology has also brought revolutionary changes to financial industry including but not limited to cryptocurrency digital payment smart contracts decentralized finance tokenization of assets etc. The transparency immutability decentralization security efficiency cost-effectiveness scalability interoperability all make blockchain a disruptive innovation reshaping traditional business models and operating mechanisms.
- Big data analytics can help identify trends behaviors patterns correlations anomalies insights risks opportunities forecasting prediction optimization decision-making personalization customization recommendation automation improvement measurement evaluation feedback monitoring surveillance governance compliance risk control fraud detection prevention anti-money laundering AML customer relationship management CRM supply chain logistics operations marketing sales service support asset liability wealth portfolio performance credit default swap CDS mortgage-backed securities MBS collateralized debt obligation CDO securitizations structured products derivatives options swaps futures forwards commodities forex fixed income equities bonds stocks real estate private equity venture capital mergers acquisitions IPOs divestitures bankruptcies restructurings liquidations valuations due diligence audits assessments appraisals fair value accounting standards regulations laws policies practices procedures guidelines principles frameworks codes ethics corporate social responsibility CSR sustainability diversity inclusion ethical investing green financing impact philanthropy volunteerism community engagement political lobbying public relations branding media communications crisis reputation management intellectual property patents trademarks copyrights trade secrets industrial designs geographical indications domain names unfair competition antitrust advertising consumer protection privacy cybersecurity data protection regulatory affairs litigation arbitration mediation negotiation dispute resolution enforcement collaboration partnerships alliances joint ventures strategic alliances outsourcing offshoring insourcing crowdsourcing open source consortium standard setting accreditation certification conformity assessment metrology testing inspection calibration quality assurance quality control project program product process organization enterprise resource planning ERP customer information system CIS supply chain management SCM human resources HR payroll talent learning development L&D training education occupational health safety OH&S employee assistance programs EAP organizational behavior leadership culture change transformation coaching mentoring counseling consulting advisory facilitation stakeholder engagement conflict interest grievance whistleblowing complaints suggestions resolutions improvements innovations creativity entrepreneurship intrapreneurship knowledge transfer retention succession workforce planning recruitment selection induction onboarding career pathing performance appraisal recognition rewards compensation benefits pensions retirement savings insurance wellness well-being work-life balance flextime telecommuting remote working virtual teams globalization localization multilingual multicultural cross-cultural international transnational regional national local urban rural city suburban exurban megacity metropolis megalopolis cosmopolitan countryside frontier borderland periphery hinterland outback wilderness desert tundra taiga prairie savanna rainforest jungle wetlands swamps marshes forests mountains hills plateaus plains valleys rivers lakes waterfalls streams oceans seas beaches islands peninsulas archipelagos continents hemispheres tropics polar zones temperate regions arctic Antarctic time zone daylight saving summer winter solstice autumn spring equinox lunar solar eclipse meteor shower aurora borealis northern lights magnetic field poles celestial bodies stars planets satellites asteroids comets galaxies universe space exploration astronomy astrophysics astrobiology astrology astronautics aerospace engineering rocket science satellite communication navigation observation reconnaissance photography imaging mapping surveying weather climate geology biology chemistry physics mathematics statistics computer science artificial intelligence AI machine learning ML deep neural networks DNN reinforcement NLP natural language processing NLG generation understanding translation summarization sentiment analysis emotion detection speech vision robotics IoT internet of things edge computing cloud fog mobile wireless network cyber physical systems CPS quantum computing QC supercomputing SC distributed parallel grid P2P peer-to-peer web technologies software hardware firmware middleware databases storage servers mainframes microprocessors GPUs ASICs FPGA sensors actuators controllers switches routers firewalls gateways modems antennas cables connectors amplifiers repeaters multiplexers demultiplexers filters resonators oscillators mixers detectors transformers invertors rectifiers converters regulators adapters batteries capacitors resistors inductors diodes transistors MEMS RFID NFC QR code barcode bio-metric biometric authentication identification verification encryption decryption hashing compression decompression encoding modulation demodulation analog digital signal processing DSP noise cancellation echo reduction equalizer crossover subwoofer amplifier speaker headphones microphone earphone loudspeaker voice coil cone spider surround tweeter woofer enclosure cabinet baffle port reflex horn waveguide vent acoustic panel soundproof absorber diffuser reflector barrier fence wall ceiling floor carpet tile wood metal glass plastic fabric leather concrete brick stone gypsum wallpaper paint adhesive sealant primer varnish lacquer polish dye pigment solvent thinner cleaner lubricant grease oil wax resin rubber foam sponge film tape paper cardboard packaging bag box carton container label tag sticker ribbon bow string rope buckle zipper button snap hook loop fastener thread needle pin nail screw bolt nut washer hinge handle knob lock key latch catch roller caster slide rail bracket clamp gasket o-ring rivet staple glue solder welding brazing cutting drilling grinding milling turning stamp casting forging molding extrusion injection blow spinning laminating embossing etching engraving printing coating plating anodizing galvanizing pickling passivation abrasive blasting shot peening deburring chamfer burring polishing buffing honin).
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