One Week Virtual Industrial Workshop on Data Science with Python
Event Date:
August 21, 2021
Event Time:
5:10 pm
Event Location:
Objective of the workshop
Data science is a multi-disciplinary area that uses scientific methods, algorithms and systems to extract hidden knowledge and insights from data (Structured and Unstructured). It is the study of where information comes from, what it represents and how it can be transformed into a valuable resource in the creation of business and IT strategies. Mining large amounts of structured and unstructured data to identify patterns can help an organization in many ways. Data Science is confluence of mathematics, statistics and computer science disciplines, and incorporates techniques like machine learning, cluster analysis, data mining and visualization. As Python programming language is framed for Data Science applications it is essential to visualize Data science applications using Python to ripe maximum benefits. Hence, it is important to bring awareness among researchers & academicians and train manpower on data science using Python programming to do innovative research, projects and to create knowledge base.
- To disseminate the knowledge of data sciences among faculty, researchers and academicians.
- To provide conceptual understanding of how data sciences can be used to innovate and improve business processes.
- The create awareness and interest in Python programming among students, and researchers.
- Train manpower in the field of data sciences to fulfill the growing necessity of various organizations.
- To focus on providing the researchers and students insight of overall components of data science.
Targeted Audience
The targeted participants will be Researchers, Public Health, Data analysis, young statisticians, all academicians, agriculture, engineers, and, market survey, economics, and people who are working in industries, trade, and transport. Those who are planning to publish high quality research projects, research articles, textbook, chapters, journals, seminars, conference’s proceedings.
Last Date of Registration: 18 August 2021
Limited Seats
About the workshop
The workshop will be held through Cisco Webex. All the sessions will be hands-on practical and implementation-based. Recording and presented contents will be provided to each registered participant. The timing of each session will be 5:30 PM to 7:30 PM each day. International Participants are requested to fix your local time with IST. Click here for world clock. Limited seats are available. Certificate to each registered participant will be given after attending successfully.
| Dates | Day wise Content | |
|---|---|---|
| 21-08-21 | Introduction, History, Features, Setting Path, Variable and data, Operators, Conditional Statements, Looping, Control Statements, String manipulation, Lists, Tuple, Working with Tuples, Function and Methods, Dictionaries, working with dictionaries, properties | |
| 22-08-21 | Functions, Defining a function, calling function, types of functions, Modules, Math module, Input-Output functions, reading and writing files Functions, Oops Concept
|
|
| 23-08-21 | Introduction to Numpy, Numpy Array, Numpy Array Indexing, Numpy Operations, Boolean Indexing, Fancy Indexing Transpose array and Swapping Axes, Universal function: Fast Element-Wise Array Function, Array Oriented Programming with Arrays. Indexing, silencing and Iterating. Array Manipulation – Joining Arrays, Splitting Arrays , Reading and Writing Array Data on Files: Loading and saving Data in Binary Files, Reading Files with Tabular Data. | |
| 24-08-21 |
Introduction to pandas Data Structures: The Series, Declaring a Series, Selecting the Internal Elements, Assigning Values to the Elements, Defining a Series from Numpy Arrays and Other Series, Filtering Values, Operations and Mathematical Functions, Evaluating Values, NaN Values. |
|
| 25-08-21 |
The DataFrame: Defining a Dataframe, Selecting Elements, Assigning Values, Membership of a Value, Deleting a Columns, Filtering, DataFrame from Nested dict, Transposition of a Dataframe, Pandas: Reading and Writing Data, Reading Data in CSV or Text Files |
|
| 26-08-21 | Data Visualization with matplotlib: The matplotlib Library, pyplot, The Plotting Window matplotlib and Numpy, Using the kwargs, working with Multiple Figures and Axes, Adding Elements to the Chart, Adding text, Adding a Grid, Adding a Legend, Saving Your Charts, Line Charts, Histograms, Bar Charts, Pie Charts. | |
| 27-08-21 | Advanced Charts – Contour Plots, Polar Charts, The mplot3d Toolkits – 3D Surfaces, Scatter Plots in 3D, Bar Charts in 3D, Multi-Panel Plots: Display subplots within Other Subplots, Grids of Subplots, Algorithms : Linear Regression, Logistic Regression, Naïve Bayes |
|
Mentors
Dr. Ajay Kumar: Department of Computer Science and Engineering, Chitkara University, Rajpura, Punjab, INDIA
Dr. Upinder Kaur: Department of Computer Science and Engineering, Akal Univeristy, Bathinda, INDIA
Mr. Dhruv Govil, Sr. Data Scientist and Consultant (AI), Galoballogic, Gurgaon, INDIA
Organizing Committee
Dr. Naveen Mani: Department of Mathematics, University Institute of Sciences, Chandigarh University, (Punjab), INDIA
Dr. Madhuchanda Rakshit: Department of Applied Sciences, Guru Kashi University, Bathinda, INDIA
Dr. Bharti Kapoor, Department of Mathematics, Shri Guru Teg Bahadur Khalsa College, Sri Anandpur Sahib, (Punjab) INDIA
Dr. Daljeet Kaur, Department of Applied Sciences, Guru Kashi University, Bathinda, (Punjab) INDIA
Mr. Abdullahi Bala Ado: Department of Accounting, Al-Qalam University Katsina, NIGERIA
Dr. Nedie Patience Akani: Department of Microbiology, Faculty of Science, Rivers State University, Nkpolu-Oroworukwo, Port Harcourt, NIGERIA
Mr. Ngamen Kouassi Cyrille Dalex: Department of Philosophy And Religious Studies Samuel Adegboyega University, Ogwa, Edo State, NIGERIA
Dr. Mehmet Senol: Department of Mathematics, Art and Science Faculty, Nevşehir Hacıbektaş Veli University, TURKEY
Dr. Reeta Bhardwaj: Department of Mathematics, Amity University Haryana, INDIA
Dr Amit Sharma: Department of Mathematics, Amity School of Applied Sciences, Amity University, Haryana, INDIA
Dr. Zarife Zararsız: Department of Mathematics, Art and Science Faculty, Nevşehir Hacıbektaş Veli University, TURKEY
Mr. Wegayehu Enbeyle, Department of Statistics, Mizan-Tepi University, ETHIOPIA
Dr. Abubakar Muhammad Wakil: Clinical Department. Universiti Malaysia Kelantan (UMK), Kota Bharu 16100, Kelantan, MALAYSIA
Dr. Manisha Chaudhary: Department of Mathematics, Presidency University, Bangalore (Karnataka) INDIA
Prof. Dipanjan Kumar Dey: Senior Assistant professor, Department of Mathematics and Computer Science, Prajnanananda Institute of Technology and Management (Kolkata) INDIA
Registration Fee
Registration Fee for Indian Participants: 599 Rs.
Registration Fee for International participants: 19 USD
MODE OF PAYMENT
Registration fee will be accepted through only online transfer.
ONLINE PAYMENT METHOD FOR PARTICIPANTS:
Indian Participants: Click here
International Participants: Click here
Note: Before registration pay your registration fee at above given detail and upload the proof of slip in registration form.
For registration: Click here
HelpDesk
Please feel free to ask any query through whatsapp or email
Whatsapp for Indians: +91-9888419397
Whatsapp for International Participants: +25-1937341707
Email Address: admin@mttf.in