Data Science with Python Course in India

Data Science with Python Course in India:

Besant Technologies offers placement focused, practical and 100% real-time data science with Python training in India. The trainers are highly skilled professionals with a decade of experience in data science and relevant fields. The trainers have good knowledge of the up-to-date subjects and have experienced different real-time projects in their industries. Our trainers are working professionals in top MNC companies like IBM, CTS, HCL, TCS, and many more. Once you have completed the Data Science with Python course from Besant Technologies, you are rewarded with an internationally accredited data science with a Python course completion certificate. It helps to get attractive job opportunities in your dream companies. According to PayScale.com, the national average salary received by data science with Python skills is about Rs. 610,419 per annum.

Data Science with Python Online Training in India:

Data science with Python online training from Besant technologies covers basic to advanced concepts including data structure, strings, lists, GUIs, data manipulation, networking, data types, tuples, essential functions and operations, multi-threading, expressions, lambda expressions, and more. The students also get in-depth Python knowledge in OOPS, database programming, and multiple data sources. The data science with Python certification course is packed with use cases, projects, assignments, and several activity problems to check the performance and skills of the students.

The cutting-edge course curriculum of Data Science with Python course in India is catered to match the standards to crack any data science with Python exams and jobs easily. The students are trained using practical and theoretical approaches to Python to use powerful machine learning algorithms, form unique visualizations, and evaluate data. Besant Technologies is the right bet to learn data science with Python online certification course in India. The students are trained for both technical and non-technical skills to become successful in their career.

Why learn data science with Python Certification course in India from Besant Technologies:

• One of the evolving fields in the industry is Data Science, and Python has become the mandatory skill for about 46% of jobs in Data Science.
• There is a substantial additional advantage for professionals with Python skills in the future.
• According to Harvard Business Review, Data scientist is the ‘popular job of the 21st century’.
• Data analysts, statistician’s, IT professionals, seasoned professionals, and graduates can pick data science with a Python certification course from Besant Technologies.
• Python is adopted in different numerical computations, machine learning, and data science.
• Grab different job roles as a data scientist, data analysts, data engineer, business intelligence analyst, marketing analyst, and more.
• According to PayScale.com, the national average salary received by data science with Python skills is about Rs. 610,419 per annum.

Syllabus of Data Science with Python in India

Module 1: Introduction to Data Science (Duration-1hr)

• What is Data Science?
• What is Machine Learning?
• What is Deep Learning?
• What is AI?
• Data Analytics & it’s types

Module 2: Introduction to Python (Duration-1hr)

• What is Python?
• Why Python?
• Installing Python
• Python IDEs
• Jupyter Notebook Overview

Module 3: Python Basics (Duration-5hrs)

• Python Basic Data types
• Lists
• Slicing
• IF statements
• Loops
• Dictionaries
• Tuples
• Functions
• Array
• Selection by position & Labels

Module 4: Python Packages (Duration-2hrs)

• Pandas
• Numpy
• Sci-kit Learn
• Mat-plot library

Module 5: Importing data (Duration-1hr)

• Reading CSV files
• Saving in Python data
• Loading Python data objects
• Writing data to CSV file

Module 6: Manipulating Data (Duration-1hr)

•  Selecting rows/observations
• Rounding Number
• Selecting columns/fields
• Merging data
• Data aggregation
• Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

• Central Tendency
  • Mean
  • Median
  • Mode
  • Skewness
  • Normal Distribution
• Probability Basics
  • What does it mean by probability?
  • Types of Probability
  • ODDS Ratio?
• Standard Deviation
  • Data deviation & distribution
  • Variance
•  Bias variance Tradeoff
  • Underfitting
  • Overfitting
• Distance metrics
  • Euclidean Distance
  • Manhattan Distance
• Outlier analysis
  • What is an Outlier?
  • Inter Quartile Range
  • Box & whisker plot
  • Upper Whisker
  • Lower Whisker
  • catter plot
  • Cook’s Distance
• Missing Value treatments
  • What is an NA?
  • Central Imputation
  • KNN imputation
  • Dummification
• Correlation
  • Pearson correlation
  • Positive & Negative correlation
• Error Metrics Duration-3hr
  • Classification
  • Confusion Matrix
  • Precision
  • Recall
  • Specificity
  • F1 Score
• Regression
  • MSE
  • RMSE
  • MAPE

Module 8: Machine Learning

Module 9: Supervised Learning (Duration-6hrs)

• Linear Regression
  • Linear Equation
  • Slope
  • Intercept
  • R square value
• Logistic regression
  • ODDS ratio
  • Probability of success
  • Probability of failure
  • ROC curve
  • Bias Variance Tradeoff

Module 10: Unsupervised Learning (Duration-4hrs)

• K-Means
• K-Means ++
• Hierarchical Clustering

Module 11: Other Machine Learning algorithms (Duration-10hrs)

• K – Nearest Neighbour
• Naïve Bayes Classifier
• Decision Tree – CART
• Decision Tree – C50
• Random Forest

Upcoming Batch Schedule for Data Science with Python Training in India

Besant Technologies provides flexible timings to all our students. Here is the Data Science Training in India Schedule for our branch. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.

• 16-12-2024 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 12-12-2024 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 14-12-2024 Sat (Sat - Sun)Weekend Batch 11:00 AM (IST) (Class 3Hrs) / Per Session Get Fees

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Trainer Profile of Data Science with Python in India

Our Trainers provide complete freedom to the students, to explore the subject and learn based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates are free to ask any questions at any time.

• More than 7+ Years of Experience.
• Trained more than 2000+ students in a year.
• Strong Theoretical & Practical Knowledge.
• Certified Professionals with High Grade.
• Well connected with Hiring HRs in multinational companies.
• Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
• Trainers have Experienced on multiple real-time projects in their Industries.
• Our Trainers are working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies etc

Data Science with Python Certification Course in India

Besant Technologies Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.

Our certification at Besant Technologies is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.

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