Python for Data Science

Python for Data Science

(8 customer reviews)

₹1,000.00

Prof. Raghunathan Rengaswamy

IIT Madras

*Additional GST and optional Exam fee are applicable.

SKU: IIT Madras Category:

Description

The course aims at equipping participants to be able to use python programming for solving data science problems.

INTENDED AUDIENCE

Final Year Undergraduates

PRE-REQUISITES

Knowledge of basic data science algorithms

ABOUT THE INSTRUCTOR

Prior to joining IIT Madras as a professor, Prof.Rengaswamy was a professor of Chemical Engineering and Co-Director of the Process Control and Optimization Consortium at Texas Tech University, Lubbock, USA. He was also a professor and associate professor at Clarkson University, USA and an assistant professor at IIT Bombay. His major research interests are in the areas of fault detection and diagnosis and development of data science algorithms for manufacturing industries.

Certification Process

1. Join the course Learners may pay the applicable fees and enrol to a course on offer in the portal and get access to all of its contents including assignments. Validity of enrolment, which includes access to the videos and other learning material and attempting the assignments, will be mentioned on the course. Learner has to complete the assignments and get the minimum required marks to be eligible for the certification exam within this period. COURSE ENROLMENT FEE: The Fee for Enrolment is Rs. 1000 + GST 2. Watch Videos+Submit Assignments After enrolling, learners can watch lectures and learn and follow it up with attempting/answering the assignments given. 3. Get qualified to register for exams A learner can earn a certificate in the self paced course only by appearing for the online remote proctored exam and to register for this, the learner should get minimum required marks in the assignments as given below: CRITERIA TO GET A CERTIFICATE Assignment score = Score more than 50% in at least 3/4 assignments. Exam score = 50% of the proctored certification exam score out of 100 Only the e-certificate will be made available. Hard copies will not be dispatched." 4. Register for exams The certification exam is conducted online with remote proctoring. Once a learner has become eligible to register for the certification exam, they can choose a slot convenient to them from what is available and pay the exam fee. Schedule of available slot dates/timings for these remote-proctored online examinations will be published and made available to the learners. EXAM FEE: The remote proctoring exam is optional for a fee of Rs.1500 + GST. An additional fee of Rs.1500 will apply for a non-standard time slot. 5. Results and Certification After the exam, based on the certification criteria of the course, results will be declared and learners will be notified of the same. A link to download the e-certificate will be shared with learners who pass the certification exam. CERTIFICATE TEMPLATE

Course Details

Week 1: BASICS OF PYTHON SPYDER (TOOL) • Introduction Spyder • Setting working Directory • Creating and saving a script file • File execution, clearing console, removing variables from environment, clearing environment • Commenting script files • Variable creation • Arithmetic and logical operators • Data types and associated operations Week 2: Sequence data types and associated operations • Strings • Lists • Arrays • Tuples • Dictionary • Sets • Range NumPy and Array Week 3: •Pandas dataframe and dataframe related operations on Toyota Corolla dataset Reading files Exploratory data analysis Data preparation and preprocessing •Data visualization on Toyoto Corolla dataset using matplotlib and seaborn libraries Scatter plot Line plot Bar plot Histogram Box plot Pair plot •Control structures using Toyota Corolla dataset if-else family for loop for loop with if break while loop •Functions Week 4: CASE STUDY •Regression Predicting price of pre-owned cars •Classification Classifying personal income

8 reviews for Python for Data Science

  1. Vikas Kumar –

    Awesome

  2. BRAHMA REDDY –

    VERY INFORMATIVE .

  3. sailendra reddy (verified owner) –

    till now good going

  4. Laxman Tulshiram sultane –

    Myself dream course

  5. DEEPJYOTISH –

    Excellent 👍👍👍👍👍👍 Course

  6. kartik –

    must do

  7. Thibu abiliya.k –

    Good

  8. Bowvithra. K –

    Good

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