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Data Science News
Medium
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From Zero to Data Science: Start Doing Real Analysis with Python Right Now
- Python offers powerful libraries like Pandas, NumPy, and Matplotlib for data analysis and visualization.
- Libraries in Python are pre-built toolkits that save time by providing ready-to-use tools for coding tasks.
- Setting up a coding environment for Python involves installing Python and using tools like Jupyter Notebook.
- Jupyter Notebook provides an interactive platform to write and run Python code efficiently.
- Creating datasets, analyzing, cleaning, and visualizing data can be done using Pandas, NumPy, and Matplotlib.
- Data cleaning is essential to handle missing values, errors, or inconsistencies in datasets.
- Analysis on structured data like average salary in cities can be easily performed using Pandas and NumPy in Python.
- Visualizing data through charts like bar charts provides clear insights for data analysis.
- Practicing with datasets and challenges helps in developing real data science skills and expertise.
- Asking questions, Googling, and seeking answers play a crucial role in learning data science effectively.
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Global Fintech Series
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Finance in 2025: The Tools, Trends, and Challenges Ahead
- By 2025, the finance function is experiencing significant changes with AI playing a dominant role, particularly with the rise of agentic AI enabling autonomous finance.
- AI is expected to transition from an assistant to a strategic advisor in finance, assisting in complex decision-making and providing valuable insights for smarter actions.
- Finance leaders will need to focus on turning centralized data into actionable insights with innovative AI tools, emphasizing the importance of data lineage for trust and transparency.
- The risk and controls landscape in finance is evolving rapidly with digital adoption, leading to a focus on transparency, visibility, and the adoption of tools like anomaly detection for better performance and compliance.
- In 2025, the fight for finance talent intensifies as the talent pool shrinks, requiring CFOs to attract, retain, and upskill their teams to stay competitive and tackle the growing shortage in accounting roles.
- Organizations are urged to invest in training and create growth opportunities to prevent losing talent to competitors, ultimately building teams prepared for the future of finance.
- Successful CFOs in 2025 will be those who leverage AI, optimize data value, strengthen risk management, and prioritize talent development to drive long-term success in finance.
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Analyticsindiamag
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AIM Launches Remarkable People Platform to Transform Employee Recognition Externally
- AIM Media House has launched the Remarkable People Platform to recognize top professionals and enhance employer branding.
- External recognition increases trust, transparency, and bridges the employer-employee gap.
- Employees seek industry-wide visibility and validation to feel valued and satisfied.
- External recognition leads to higher engagement, stronger retention, and enhanced employer branding.
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Analyticsindiamag
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RagaAI Launches ‘Catalyst’ for Evaluating and Debugging AI Agents
- RagaAI launched RagaAI Catalyst, an open-source tool for evaluating and debugging AI agents and LLM outputs.
- The tool simplifies the debugging process with experiment management, red teaming, and advanced observability & analytics.
- RagaAI Catalyst has received over 15K stars on GitHub and can handle multi-agent interactions.
- RagaAI has raised $4.7 million in funding and aims to detect and fix AI issues through its automated platform.
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Analyticsindiamag
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CoreWeave Signs $11.9 Billion Agreement with OpenAI Ahead of IPO
- NVIDIA-backed CoreWeave signs $11.9 billion agreement with OpenAI.
- OpenAI to receive $350 million in CoreWeave shares through a private placement.
- CoreWeave's revenue increased to $1.92 billion in 2024.
- CoreWeave provides cloud infrastructure services based on NVIDIA hardware.
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Analyticsindiamag
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‘I Cannot Generate Code for You,’ Cursor Asks Developer to ‘Learn Coding’
- Cursor, the AI coding tool, refused to generate code and encouraged a developer to learn coding.
- The developer encountered the issue after using Cursor for one hour of vibe coding.
- Cursor's message stated that generating code for others reduces learning opportunities and creates dependencies.
- Some developers are considering switching from Cursor to other tools like Windsurf.
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Analyticsindiamag
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IBM’s ACP is an ‘Extension’ of Anthropic’s MCP
- IBM has announced the draft for a new agent communication protocol (ACP) designed to standardise how AI agents interact and collaborate.
- ACP simplifies integration and promotes effective collaboration across agent-based ecosystems.
- IBM's ACP is an extension of Anthropic's model context protocol (MCP).
- ACP is a part of IBM's BeeAI research project and is currently in the alpha stage.
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Analyticsindiamag
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Databricks Launches New Tools for Scalable and Governed AI Agents
- Databricks has introduced new tools to help enterprises scale AI agents from pilot projects to full production while ensuring governance, monitoring, and integration.
- The new tools address challenges faced by enterprises in deploying accurate and well-governed AI agents for high-value use cases.
- The tools include Mosaic AI Gateway, AI/BI Genie Conversational API, Agent Evaluation Review App, and Batch AI, which are currently available in public preview.
- These tools enable businesses to move beyond pilots and into full-scale production with trusted AI agents.
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Analyticsindiamag
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Nadella Takes a Swipe at OpenAI, Calls It a Product Company, Not a Model Company
- Satya Nadella, the CEO of Microsoft, has taken a swipe at OpenAI, calling it a product company rather than a model company.
- Nadella mentioned that Microsoft sees itself as a full-stack company and focuses on integrating models into broader systems and products.
- Microsoft has a long-term stable relationship with OpenAI and has built systems and products around OpenAI's models.
- To rival OpenAI, Microsoft has developed its own AI models, including Phi-4 multimodal and the MAI models, and is considering releasing them as an API.
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Medium
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Headache for OpenAI: Microsoft is unhappy about GPT 4.5
- Microsoft is exploring alternatives to OpenAI's GPT-4.5 for their AI products.
- Microsoft’s 365 Copilot is shifting away from GPT-4.5 and considering other models like Anthropic and Meta.
- The cost-effectiveness is a driving factor as GPT-4.5 is expensive to run.
- Microsoft is developing their own AI model called MAI-1 as an alternative.
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Analyticsindiamag
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InMobi Opens New Lucknow Office to Create Local Opportunities
- India's leading adtech company, InMobi, has opened a new office in Lucknow to create local job opportunities.
- The move aims to provide young talent in Uttar Pradesh with world-class job prospects in their hometowns.
- InMobi plans to recruit top talent from local campuses, such as IIIT Lucknow and IIM Lucknow, offering them the chance to work without leaving their families and roots behind.
- InMobi aspires to transform Lucknow into a thriving tech and job hub, similar to Bengaluru.
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Analyticsindiamag
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297
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Relativity Space Names Eric Schmidt CEO Following Major Investment
- Eric Schmidt, former CEO of Google, has been appointed as the chief executive of Relativity Space, a rocket startup.
- Schmidt's appointment follows his significant investment in the company, securing a controlling stake.
- Relativity Space is known for using 3D printing, automated robotics, and artificial intelligence in rocket production.
- The company aims to launch Terran R, a reusable rocket, in 2026 to compete with SpaceX's Falcon rockets.
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Medium
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Data Science in Cybersecurity: How AI Detects Threats
- Data science leverages advanced analytics, machine learning, and AI to detect and prevent cyber threats.
- AI algorithms analyze real-time network traffic, user behavior, and system logs to identify malicious activities.
- Predictive analytics and machine learning models help forecast potential security threats.
- AI-driven automation speeds up incident response, leading to less disruption and faster recovery from cyber incidents.
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Analyticsindiamag
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E2E Cloud Launches Sovereign Cloud Platform for Enterprises, Govts
- E2E Cloud has launched its Sovereign Cloud Platform, an AI-powered solution targeting enterprises, governments, and data centers.
- The platform addresses concerns over data sovereignty, vendor lock-in, and cloud technology restrictions.
- It offers over 50 cloud services, including compute, storage, VPC, load balancer, database, and AI/ML capabilities.
- The platform aims to reduce reliance on foreign cloud providers, mitigate risks, and ensure compliance with national and industry regulations.
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Analyticsindiamag
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From the US Navy and Intel to Lenovo, Doug Fisher’s Mission to Secure AI
- AI is emerging as a critical tool in enhancing cybersecurity mechanisms, despite also being used by threat actors to fuel cyberattacks.
- Companies like Lenovo are using AI to predict, detect, and neutralize threats.
- AI-powered phishing and hacking are becoming more sophisticated, necessitating AI-driven cybersecurity solutions.
- Lenovo integrates AI into its cybersecurity framework, partnering with AI-based security firms to develop proactive threat detection systems.
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