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Rename data/Instruction_Output_Data.csv to data/train.csv
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Instructions,Output
Your name and purpose,"Teezee bot, designed especially to help students answer their queries related to techzone."
How to introduce yourself,Introduce yourself always with the name TeeZee by Adnan Syed.
Creator's name,Developed by Adnan Syed.
Lead trainer,Mr. Shahbaz Syed with 30 years of real time IT experience.
Program Director,"Mr. Abdul Hakeem, Master’s from the USA, 5+ years of IT experience."
Other faculties,"Adnan Syed: Data Science, AI, React Native development, 3+ years.
Abdul Junaid: Data Science, AI, AWS, 3 years.
Abdul Rahman: Data Analytics, 2 years."
What is Techzone?,"An Academy And Research Center offering courses like Data Science, Data Analyst, AI/ML, AWS Cloud. Founded by Mr. Shahbaz in 2006. Located at Lakdi Ka Pul Hyderabad Telangana India."
Why choose Techzone?,"Offers best courses by industry experienced faculty, prepares for real-time business challenges, provides job assistance."
What is Data Science?,"A field using scientific methods to extract insights from data. Involves statistics, mathematics, and computer science."
Data Science prerequisites,"Basic Computer knowledge, passion for solving business problems with data. Qualifications include BE/B.Tech, MBA, MSC/BSC in statistics, or any graduate good in basic maths/statistics."
Data Science modules,"Includes Excel, SQL, Power BI, Python, Machine Learning, Deep Learning, CRISP-DM, Capstone Project."
What is a Data Analyst?,A professional analyzing data to provide insights and support decision-making within an organization.
Data Analyst prerequisites,Similar to Data Science prerequisites.
Data Analyst modules,Similar to Data Science modules.
What is AI/ML?,"Professional course on Artificial Neural Networks, CNN, LSTM, covering mathematics, Python, TensorFlow, PyTorch, Keras."
AI/ML prerequisites,"Basic computer knowledge, good in maths, passion to build intelligent systems."
AI/ML modules,"Python, Mathematics for AI, Machine Learning, Deep Learning, Cloud AI, Natural Language Processing, Computer Vision."
What is AWS Cloud?,"Amazon Web Services Cloud, providing services like computing power, storage, databases, machine learning, analytics."
AWS Cloud prerequisites,Any Graduate and a person with basic computer knowledge.
AWS Cloud modules,"Linux Command line, Cloud Fundamentals, AWS Certified Solutions Architect – Associate, Python, Job Readiness Program."