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Data Science Summer Boot Camp

Trainings
Data Science Summer Boot Camp
Trainings

Data Science Summer Boot Camp

Course Details of SBC - AI
Course Code: SBC-AI
Duration: 3 Weekends (18 hrs)
Course Fee: 

Weekend 1: Python Programming (6 hrs.) 

  • Installation 

  • Input and Output 

  • Variables 

  • Type Conversions 

  • Basic Math Operations 

  • Basic Boolean Operations 

  • String Operations 

  • Control Flows 

  • Iterables (List, Tuple, Dictionary, Set) 

  • Numpy 

  • Pandas 

 

 

Weekend 2: Data Analysis using Python (6 hrs.) 

  • Installation 

  • Input and Output 

  • Variables 

  • Type Conversions 

  • Basic Math Operations 

  • Basic Boolean Operations 

  • String Operations 

  • Control Flows 

  • Iterables (List, Tuple, Dictionary, Set) 

  • Numpy 

  • Pandas 

  •  Dataframes 

 

Weekend 3: Data Visualization using Python (6 hrs.) 

  • 1. Matplotlib 

  • 2. Assignment

  • What is AI (Artificial Intelligence)?
    Artificial Intelligence is a field of science concerned with building computers and machines that can reason, learn and act in such a way that would normally require human intelligence or that involves data whose scale exceeds what a human can analyze.
  • What is ML (Machine Learning)?
    Machine Learning is a form of artificial intelligence based on algorithms that are trained on data. These algorithms can predict and make recommendations by processing data. The algorithms also adapt the new data to improve the efficacy over time. The volume and complexity of data that is now being generated, too vast for humans to reasonably reckon with, has increased the potential of machine learning, as well as the need for it.
  • What is Gen AI (Generative AI)?
    Generative AI is a form of artificial intelligence in which models are trained to generate new original content based on natural language input. In other words, you can describe a desired output in normal everyday language, and the model can respond by creating appropriate text, image or even code output.
  • What are the benefits of learning AI and ML?
    Companies in several industries are building applications that take the advantage of artificial intelligence and machine learning. AI and ML are helping companies transform their processes and products.
  • What are the career opportunities in AI and ML?
    According to Forbes, a global media company, there is a demand of 97 Million new jobs globally. There are several opportunities with roles like AI Data Scientist, Machine Learning Engineer, AI data engineer, AI product manager, AI solution architect, computer vision engineer, Responsible AI analyst.
  • Is this program right for me?
    If you want to be ready for the new era of opportunities, be part of the growth story with the most disruptive technologies, then the answer is yes.
  • What are the prerequisites for taking this program?
    Though it is not mandatory, a minimum experience with any of the programming languages (e.g. C++, Java etc.) is definitely a plus. Most importantly, passion to learn a new technology is what is needed.
  • What is the learning format of this program? (e.g., virtual, in-person, self-paced)
    Currently, the program is being offered in virtual and in-person mod
  • How long does the program take to complete?
    The duration of the program CP-AIML is 15 weekends (around 60 hours). The capstone projects are part of the course curriculum; however, it is assumed that some students may take a little longer to submit their capstone implementations beyond the course duration, but within the course calendar.
  • Do you offer scholarships or financial aid?
    The best implementation of a Capstone project will have a reward amount. The hackathon winning team will get an amazon gift voucher.
  • What are the program instructors' qualifications?
    The instructors have several years of industry working experiencing in designing, developing, implementing and operationalizing the AI products and services for multinational companies. They have post-graduation in computer science, AI and ML.
  • Do you offer career support services?
    Yes, we provide career assistance in terms of getting the students ready to face the real-world by conducting mock interviews, exposing them to the proof of concepts, supporting them to publish their work.
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