Category Archives: technology

business, education, finance, technology, trading

How Beginners Can Transition From Manual To Automated Trading

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Trading has evolved significantly over the years. What once relied heavily on intuition, chart reading, and gut feeling has now shifted toward systematic, data-driven methods. For beginners, moving from manual trading to automated trading can feel overwhelming. However, with structured learning, practical guidance, and the right resources, this transition is entirely achievable.

In this article, we’ll explore how beginners can transition from manual to automated trading, the role of education in facilitating this shift, and how QuantInsti’s quantitative finance courses—including *Automated Trading for Beginners* and their day trading course—help learners acquire real-world skills.

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### The Challenges of Manual Trading

Manual trading demands constant attention to the markets. Traders must monitor price movements, analyze charts, track news, and make swift decisions. Beginners often face several common challenges:

– **Time-consuming:** Long hours of screen time are required to monitor markets and respond to events.
– **Emotional Influence:** Fear, greed, and impatience can affect decisions, leading to inconsistent results.
– **Limited Data Handling:** Humans can process only so much information at once, often missing hidden patterns.
– **Backtesting Difficulties:** Testing strategies on historical data manually is slow and prone to errors.

While manual trading is excellent for learning market fundamentals, it is often inefficient and not scalable for long-term growth. This is where automated trading becomes a game-changer.

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### Why Automated Trading Works

Automated trading uses preset rules and computer programs to execute trades. It offers several advantages, especially for beginners:

– **Consistency:** Trades follow defined rules, eliminating emotional biases.
– **Speed:** Computers react faster than humans, capturing opportunities immediately.
– **Data-Driven Decisions:** Algorithms process technical indicators and historical data for informed trading.
– **Backtesting and Optimization:** Strategies can be tested on past data to refine rules before risking real capital.

Automated trading does not replace human judgment; rather, it enhances it. It allows traders to focus on strategy design, risk management, and market analysis instead of reacting impulsively.

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### Building a Strong Foundation

The first step in moving to automated trading is structured learning. Beginners need to understand market basics, trading strategies, and programming fundamentals.

Quantitative finance courses provide this foundation with modules designed for both beginners and advanced learners. Courses like *Automated Trading for Beginners* teach Python programming, quantitative techniques, and methods to analyze historical market data.

Students explore various strategies, including day trading, event-driven trading, ARIMA, ARCH, GARCH, volatility modeling, and statistical arbitrage.

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### Learning by Doing

Theory alone is not enough. Beginners must apply what they learn in real-world scenarios. Starting by coding simple strategies such as momentum trading or scalping helps build practical skills.

Backtesting allows learners to evaluate how a strategy performs historically, adjust parameters, and understand market condition impacts. This hands-on approach builds confidence before live trading, ensuring strategies are well understood and risks are managed.

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### Transitioning from Manual to Automated Day Trading

Day trading is often where beginners first experience the benefits of automation. A dedicated day trading course shows how to automate strategies previously executed manually. Here’s a step-by-step approach for beginners:

1. **Start Small:** Begin with simple strategies like momentum trading or basic indicators. Understand the rules and execution.
2. **Backtest Strategies:** Use historical data to evaluate performance and identify weaknesses without risking real money.
3. **Paper Trading:** Simulate trades in real-time using virtual capital to bridge the gap between testing and live markets.
4. **Live Trading with Risk Management:** Once confident, start live trading with strict stop-loss rules and proper position sizing.

This structured process saves time, reduces errors, and helps build a systematic, disciplined trading practice.

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### A Learner’s Journey: From Curiosity to Confidence

Consider Xavier Anthony from Canberra, Australia. With a background in engineering and computer science, Xavier was naturally drawn to data and technology and had a strong fascination with financial markets. He experimented with mock trades and tested various strategies but struggled to turn knowledge into consistent results.

Xavier’s breakthrough came when he joined QuantInsti’s Executive Programme in Algorithmic Trading (EPAT). Through the program, he acquired technical skills, mastered backtesting, learned risk management, and honed strategy evaluation.

Today, Xavier confidently develops trading strategies, understands why trades execute, and knows how they fit into a broader portfolio—demonstrating how structured education and practical experience are crucial in transitioning from manual to automated trading.

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### Tools and Resources for Beginners

QuantInsti offers a comprehensive ecosystem to support learners moving into automated trading:

– **Interactive Notebooks and Coding Exercises:** Learn by doing in an engaging environment.
– **Capstone Projects with Real Market Data:** Apply strategies in realistic, hands-on scenarios.
– **Community and Faculty Support:** Access expert guidance and peer support.
– **Lifetime Access:** Revisit courses, exercises, and projects anytime to sharpen skills.

These resources allow beginners to build expertise gradually without feeling overwhelmed.

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### Tips for a Smooth Transition

To make the shift from manual to automated trading easier, keep the following tips in mind:

– **Be Patient:** Automation is not a shortcut to instant profits. Start small and focus on learning.
– **Learn from Mistakes:** Use backtesting and paper trading to experiment safely.
– **Prioritize Risk Management:** Effective position sizing and stop-loss rules are essential.
– **Practice Consistently:** Regular coding, testing, and refining improve skills and confidence.
– **Seek Guidance:** Utilize courses, communities, and mentors to avoid common pitfalls.

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### Final Thoughts

Transitioning from manual to automated trading may seem challenging, but it is vital for long-term success. Automation brings consistency, efficiency, and the ability to analyze vast amounts of data.

QuantInsti’s quantitative finance courses equip beginners with the knowledge, hands-on experience, and confidence needed to design, backtest, and implement automated strategies effectively.

QuantInsti offers a modular, flexible, “learn by coding” approach, including free starter courses and affordable per-course pricing. For advanced learners, the EPAT program provides live classes, expert faculty, placement support, and career opportunities through hiring partners and alumni success stories.

Together, these programs help beginners become skilled, confident traders ready to succeed in today’s dynamic markets.
https://www.freepressjournal.in/latest-news/how-beginners-can-transition-from-manual-to-automated-trading

ai, automotive, innovation, technology, urban development

Employees Trial AI Lifestyle In Toyota’s Woven City

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Within the city at the base of Mount Fuji in Susono City, Shizuoka Prefecture, a dedicated test course for self-driving vehicles has been established. This innovative facility enables experiments such as synchronizing traffic signals with cars—tests that would be difficult to carry out on public roads.

In addition to the self-driving vehicle course, other initiatives are underway. These include next-generation vending machines and cafes that serve as platforms for testing new concepts. Researchers are actively examining how advanced technologies can be seamlessly integrated into daily living.

The first phase of this ambitious project covers roughly one-sixth of the planned area and has already welcomed its initial residents. Toyota has announced that the number of participating companies will expand as the project continues to evolve, paving the way for future technological advancements.
https://newsonjapan.com/article/147026.php

artificial intelligence, education, technology, training

IIT Delhi Opens Registration For Second Batch Of Certificate Programme In Applied Data Science & AI

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IIT Delhi Launches Second Batch of Certificate Programme in Applied Data Science & Artificial Intelligence

The Indian Institute of Technology Delhi has announced the second batch of its Certificate Programme in Applied Data Science & Artificial Intelligence: From Fundamentals to Deployment. This comprehensive programme is designed to equip learners with the skills to write production-grade Python code, engineer and analyze data, build and validate machine learning (ML) and deep learning models, and deploy responsible AI solutions using MLOps. The course culminates in an industry-relevant capstone project, ensuring practical, hands-on experience.

Programme Highlights

Offered under IIT Delhi’s Continuing Education Programme (CEP), this six-month course provides a strong foundation in ML and AI principles and their real-world applications. These technologies are becoming increasingly central across sectors such as healthcare, finance, retail, manufacturing, education, transportation, and entertainment.

Key aspects of the programme include:

  • Hands-on Python programming and data manipulation
  • Exploratory data analysis, regression, classification, clustering, and dimensionality reduction
  • Advanced techniques in deep learning, reinforcement learning, and natural language processing (NLP)
  • Model deployment using Docker and cloud platforms
  • MLOps practices and application of responsible AI principles
  • Industry-grounded projects and a culminating capstone project

Curriculum and Learning Format

The curriculum is thoughtfully designed to guide learners from fundamental concepts to advanced applications, including:

  • Python programming, data manipulation, and exploratory data analysis
  • Machine learning techniques such as regression, classification, clustering, and dimensionality reduction
  • Deep learning, reinforcement learning, and natural language processing
  • Model deployment, cloud computing, and MLOps strategies
  • Application of responsible AI principles through hands-on projects and capstone

The programme employs a Direct-to-Device (D2D) delivery model comprising:

  • 72 hours of live, interactive online lectures
  • 40-hour industry-relevant capstone project
  • Practical tutorials and asynchronous learning modules
  • Optional short campus immersion at IIT Delhi for in-person experience

Upon successful completion, participants will earn e-Certificates from CEP, IIT Delhi, subject to fulfilling all programme requirements.

What the Faculty Says

“At IIT Delhi, we’ve built this program around doing, not just knowing,” said Prof. Ankur Gupta of the Centre for Applied Research in Electronics during the programme’s unveiling. “After practicing Python, deep learning, and current machine learning techniques, learners use MLOps and responsible AI principles to deploy their models in production. The capstone, industry examples, and mentoring ensure participants graduate with deployable solutions and the confidence to leverage data science effectively across industries.”

Who Should Apply?

This programme is ideal for:

  • Aspiring data scientists and AI enthusiasts
  • Technology and analytics professionals seeking to upskill or pivot careers
  • Engineers and technologists implementing AI solutions in industry settings
  • Students and researchers aiming to deepen their expertise in applied AI and data science

The Growing Demand for AI Skills

According to McKinsey’s The Data-Driven Enterprise of 2025, data will be ubiquitous across business processes by 2030, requiring leaders to adopt a ‘data and AI first’ approach. The World Economic Forum’s Future of Jobs Report 2025 highlights that 86% of employers expect AI to transform their operations by 2030. However, 63% of these employers cite skill gaps as a major barrier to adoption. Additionally, approximately 39% of current skill sets are projected to become obsolete within five years, underscoring the urgent need for upskilling.

This certificate programme by IIT Delhi offers a timely opportunity for professionals and learners to bridge this gap and prepare for the future of AI-driven industries.

https://www.freepressjournal.in/education/iit-delhi-opens-registration-for-second-batch-of-certificate-programme-in-applied-data-science-ai

defense, india, international, military, technology

India test-fires Agni Prime missile from rail-based mobile platform

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The Defence Research and Development Organisation (DRDO), in collaboration with the Strategic Forces Command (SFC), successfully launched the intermediate-range Agni-Prime missile under a full operational scenario on Wednesday, the defence ministry announced. The location of the test-firing has not been disclosed.

This “first-of-its-kind” launch was carried out from a specially designed rail-based mobile launcher, which has the unique capability to move on a rail network without any pre-conditions. It allows users to have cross-country mobility and enables missile launch within a short reaction time, explained Defence Minister Rajnath Singh.

“This successful flight test has placed India in a select group of nations with the capability to develop a canisterised launch system from a moving rail network,” Singh said on social media platform X.

The ministry highlighted that the missile is equipped with independent launch capabilities, including state-of-the-art communication systems and advanced protection mechanisms. The missile’s trajectory was carefully tracked by various ground stations, and the launch was described as a textbook execution that met all mission objectives.

“This successful launch will pave the way for the induction of futuristic rail-based missile systems into the armed services,” the ministry added.

The test launch was witnessed by senior DRDO scientists and officers from the Strategic Forces Command. Notably, the “road mobile” variant of Agni-Prime has already been inducted into the armed forces after completing a series of successful flight trials.

The recent test-firing comes just over four and a half months after the four-day military conflict between India and Pakistan.

In related developments, on Tuesday, Rajnath Singh underscored India’s vision of Aatmanirbhar Bharat (self-reliant India), emphasizing that the goal is not only to manufacture for domestic needs but also to develop capabilities that position India as a credible source of advanced technology and high-quality products globally.

During the same day, Singh and his Moroccan counterpart, Abdelatif Loudyi, jointly inaugurated Tata Advanced Systems Limited’s (TASL) state-of-the-art defence manufacturing facility in Berrechid, Morocco. Singh described this event as a historic moment in the evolving strategic partnership between India and Morocco.
https://www.mid-day.com/news/india-news/article/india-test-fires-agni-prime-missile-from-rail-based-mobile-platform-23595727

ai, art, business, creativity, technology

Google Launches AI-Powered Mood Board App Mixboard: 5 Reasons Why Its Better Than Pinterest

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Google Labs has launched Mixboard, an experimental AI-powered mood board app designed to transform the way users brainstorm and develop ideas visually. This innovative tool positions itself as a creative platform where users can explore and refine concepts using AI-generated content, aiming to rival popular platforms like Pinterest.

Unlike Pinterest, which primarily collects and curates existing images, Mixboard takes a unique approach by generating original visuals. Powered by Google’s ‘Nano Banana’ image editing model, Mixboard enables users to create unique images based on text prompts, opening up new possibilities beyond pre-existing content.

One of the standout features of Mixboard is its natural language editing capabilities. Users can manipulate their boards through simple conversational commands such as “make it more minimal” or “blend these two concepts.” This intuitive interface lets users make dynamic adjustments without any prior design expertise.

Additionally, Mixboard excels in context-aware text generation. The platform can automatically generate descriptive text that aligns with the visual context of images on mood boards. This feature helps users articulate their creative vision more clearly and provides automatic descriptions for each visual element.

Exploring creative alternatives is easy with Mixboard’s one-click variation options. Features like “regenerate” and “more like this” allow users to instantly view multiple iterations of their ideas, streamlining the creative process and fostering experimentation.

Another key advantage is Mixboard’s integrated text and visual workflow. The platform features an open canvas format where users can combine text prompts with visual elements seamlessly. This integration enables users to start projects from written concepts and smoothly transition between text-based ideation and visual creation—a functionality not available on Pinterest.

Mixboard is designed for a wide range of creative applications such as home decor planning, event themes, product development, and DIY projects. As an experimental project from Google Labs, the platform focuses on making AI-powered creative tools accessible to general users seeking inspiration and innovation.

Currently, Mixboard is available exclusively to users in the United States and remains in an experimental beta phase. Keep an eye out as this promising creative tool evolves and expands its reach in the near future.
https://www.freepressjournal.in/tech/google-launches-ai-powered-mood-board-app-mixboard-5-reasons-why-its-better-than-pinterest

aviation, denmark, public safety, security, technology

Police close Denmark’s Aalborg Airport, shut down airspace due to drone sightings

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Police Close Denmark’s Aalborg Airport and Shut Down Airspace Due to Drone Sightings

Authorities have closed Aalborg Airport and restricted the surrounding airspace following multiple reports of drone sightings near the facility. An official statement confirmed, “Drones have been observed near Aalborg Airport, and the airspace is closed. The police are present and investigating further.”

The presence of unauthorized drones has raised safety concerns, prompting immediate action from law enforcement and aviation authorities to ensure the security of air traffic in the area.

Drone flying on high altitude mountain top; illustrative.

Photo credit: SHUTTERSTOCK / lzf

Source: Reuters, Jerusalem Post Staff

https://www.jpost.com/international/article-868490

cryptocurrency, finance, investment, regulation, technology

Analyst Highlights 2 Scenarios That Sends XRP Price To $9.6 And $33

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Scott’s experience spans a number of industries outside of crypto, including banking and investment. He has brought his vast knowledge from these sectors into the crypto space, allowing him to understand even the most complex topics and break them down in a way that is easy for readers from all walks of life to grasp.

Scott’s articles have helped demystify cryptocurrency processes, explaining how they work as well as the groundbreaking technology underpinning them. This technology has become increasingly important to everyday life, and Scott’s clear insights make it accessible to a wider audience.

With years of experience in the crypto market, Scott eventually focused on his true passion: writing. During this time, he has authored countless influential pieces that have drawn in millions of readers and helped shape public opinion on various critical topics.

His repertoire includes hundreds of articles covering multiple sectors in the crypto industry, such as decentralized finance (DeFi), decentralized exchanges (DEXes), staking, liquid staking, emerging technologies, and non-fungible tokens (NFTs), among others.

Scott’s influence extends beyond the readership of his publications. He also serves as a consultant for major projects within the space, advising on a range of issues from crypto regulations to new technology deployment.

In addition, Scott’s expertise covers community building, and he actively contributes to numerous initiatives aimed at furthering the development of the crypto industry. He is a strong advocate for sustainable practices and has championed discussions around green blockchain solutions.

Scott’s ability to stay aligned with market trends has made his work a favorite among crypto investors. Outside of his professional pursuits, he is an avid traveler, and his global exposure has deepened his understanding of the importance of technologies like blockchain and cryptocurrencies worldwide.

This international perspective has been key to his ability to connect socio-economic developments with technological trends around the globe like few others can.

Known for his dedication to community education, Scott works tirelessly to help people understand crypto technology and its impact on their lives. He is a well-respected figure in his community, inspiring and enlightening the next generation as they channel their energies into pressing issues.

Scott’s work stands as a testament to his commitment to education, innovation, and the promotion of ethical practices in the rapidly evolving world of cryptocurrencies. He remains steadfast on the frontlines of the crypto revolution, dedicated to shaping a future where technology develops ethically and benefits society as a whole.
https://www.newsbtc.com/analysis/xrp/xrp-price-to-9-6-and-33/

consumer electronics, gaming, pre-order, technology, video games

Nintendo Switch 2 + Pokemon Legends: Z-A bundle pre-order guide & stock

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Pokémon Legends: Z-A is less than a month away from release. While it will be available on both the Nintendo Switch 2 and the original Switch, the game will run much better on the recently released Switch 2. If you’re looking to buy the upcoming Nintendo Switch 2 + Pokémon Legends: Z-A bundle, here’s how you can pre-order it.

Nintendo Switch 2 + Pokémon Legends: Z-A Bundle Stock

The Nintendo Switch 2 + Pokémon Legends: Z-A bundle can be found at various retailers. Below is a list of stores that currently have the bundle in stock. We will update this guide as availability changes:

  • Nintendo Store – In stock
  • Best Buy – In stock
  • Target – In stock
  • Walmart – In stock

Pre-Order Information for Nintendo Switch 2 + Pokémon Legends: Z-A Bundle

The Pokémon Legends: Z-A Switch 2 bundle is set to release on October 16, 2025 and is available for pre-order now. The console comes with a digital download of Pokémon Legends: Z-A Nintendo Switch 2 Edition.

Purchasing the $499.99 bundle saves you roughly $20 on the game compared to buying it separately. The box features special artwork inspired by Pokémon Legends: Z-A; however, please note that this is not a special edition console.

https://www.shacknews.com/article/146081/nintendo-switch-2-pokemon-legends-z-a-bundle

collaboration, entertainment, gaming, technology, video games

C. Viper comes to Street Fighter 6 in October

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Capcom has announced that C. Viper, the next DLC fighter for Street Fighter 6, will be released on October 15. The announcement came with a new trailer showcased at the Tokyo Game Show, featuring extended gameplay footage of the character originally introduced in Street Fighter 4.

C. Viper brings her signature spy gadgets into the fray, allowing her to propel herself upward, send enemies flying, set them ablaze, and even electrify opponents. Her unique abilities promise to add exciting new dynamics to the Street Fighter 6 roster.

In addition to C. Viper’s release, Capcom revealed a special collaboration event celebrating the 30th anniversary of Banshee’s Last Cry. This collaboration will introduce a new scenario to the World Tour mode, available on the same day as C. Viper’s launch.

Finally, the update will also include Zangief’s Outfit 4, providing players with fresh customization options for the iconic fighter.

Stay tuned for October 15 to experience all these exciting additions to Street Fighter 6!
https://www.shacknews.com/article/146074/c-viper-street-fighter-6-release-date

business, cloud, corporate, finance, technology

Oracle plans $15B bond sale to fund cloud deals

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**Oracle Plans $15 Billion Bond Sale to Fund Cloud Deals**

*By Dwaipayan Roy | September 24, 2025*

Oracle, the tech giant renowned for its software products, is preparing to raise $15 billion from the US investment-grade bond market. The company intends to sell debt in up to seven parts, including a rare 40-year bond. Initial pricing discussions for this portion of the deal are around 1.65% above similarly dated US Treasuries.

### Funding Allocation

This major bond sale comes as Oracle significantly ramps up its spending on cloud infrastructure deals with leading companies like OpenAI and Meta. These new contracts are expected to substantially increase Oracle’s expenses.

Over the coming years, the company is projected to invest billions of dollars in leasing and powering data centers. The funds raised through this bond issuance could be allocated towards capital expenditures, future investments, acquisitions, or other strategic initiatives.

### Deal Management

The bond sale is being managed by some of the largest names in banking, including Bank of America, Citigroup, Deutsche Bank AG, Goldman Sachs Group Inc., HSBC Holdings Plc, and JPMorgan Chase & Co.

This is not Oracle’s first venture into debt financing; the company last sold debt in January of this year.

As Oracle continues to expand its cloud infrastructure footprint, this $15 billion bond sale underscores its commitment to supporting long-term growth and innovation in the competitive cloud computing market.
https://www.newsbytesapp.com/news/business/oracle-plans-15b-corporate-bond-sale/story