Online Data Science with Python Training

Data Science with Python Training and Certification Course

Data Science with Python Course Overview

This Comprehensive Data Science with Python training will improve your own Data Analysis, Data Cleansing and Data Visualization Skills with Real life Projects.  This Online Python for Data Science Course gives introduction to Python fundamental Programming for data manipulation, Classification, Cleaning, Reports, Text mining  and Functions Concepts to better understanding.

Learn Advanced Statistical analysis, Tableau, SQL, Machine Learning, and Excel from basic to advanced level Techniques with updated 2020 Course Syllabus and Study Materials. This Course will available through Live Instructor Led Classes and also Self-Paced Videos on each topic with unique course Content. Get one-to-one, Fast-Track and Corporate online training with Placement assistance like Resume Building and Mock Data Science Interviews.

Enroll for data Science in Python Course and improve your Python Skills you need to become a good data Scientist.

Recommended Online Data Science with Python Course

Our Data Science with Python Online Classes will Suitable for Project Managers, Data Analyst, Python Programmers,  Tableau & BI Professionals and College graduates with Basic Computer Science and Statistics Skills.

For others we will recommend checking our Beginner Python and Statistic Courses before taking this Python Data Science Course.

Why Data Science with Python Course

Most of the Companies including Google, Twitter, Facebook and Amazon  adopt Machine Learning and deep learning technologies for data analysis, data Manipulation, Big data analytics, supervised and unsupervised algorithms and data Visualization.  Data Science Certified Professionals are in huge demand and getting high Salary Packages around $200000.

The Data Science with Python training and certification course enables the learners to gain in-depth knowledge about supervised and unsupervised machine learning algorithms, predictive modeling, and interactive statistical learning, and more with advanced Excel.

Besant Technologies Data Science with Python online training course helps the learners to know about the concepts of data science from scratch. The Python course helps to master data operations object-oriented programming, file operations, and other essential basic to advanced Python programming concepts.

The online Data Science with Python course training enables you to learn about different Python libraries like Lambda function, SciPy, Numpy, Pandas, Matplotlib, and more that are needed for data science. Make your best career in data science with our Data Science with python certification training course.

The Data Science with python certification online training is trained by professionals who possess good knowledge in Python and data science fields. All trainers of Besant Technologies are working professionals and hold expertise in top MNC and IT Companies across the globe. Once the candidate finishes the online Python course successfully from Besant Technologies, they will be provided with an Online Data Science with Python training course completion certificate, which is the best value to the job resume. According to glassdoor.com, the total salary for professionals with Data Science with Python skills is about INR 799,703.

About Data Science with Python Online Course

The course syllabus of Besant Technologies Data Science with Python is developed by experienced trainers who hold knowledge about the topic and also stays updated on the latest data science and python trends occurring in the industry. Data science with Python training course is curated with all required concepts needed to clear the Python certification exam and job interviews. The online Data Science with Python training enables you to learn the Python programming concepts clearly through hands-on approaches, real-time industry projects, scenarios, and case studies.

The Data Science with python certification training course enables the learners to gain in-depth knowledge in Machine learning, web scraping, data analysis, data visualization, statistical modeling, and natural language processing. Data Science with Python course training also helps learners to gain experience in different Python packages like NumPy, Lambda function, SciPy, Matplotlib, and more.

The Python online training course covers the statistics basics like mean, mode to explore features like Regression, classification, Native Bayes, label encoding, decision trees, data analysis, clustering, cross-validation, random forest, support vector machines, and more. The candidates will be provided with plenty of real-world projects and exercises in the domain of data science and Python, and test how to apply it over the data science, machine learning, and big data. The online Data science with Python training covers Python scripts, conditional statements, command-line arguments, expressions, operands, and more.

Syllabus of Data Science with Python Online Course

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 Online Training

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

• 25-11-2024 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 21-11-2024 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 23-11-2024 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 Online Training

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

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.

Earn a Valid Data Science in Python Certificate from Besant technologies at the end of your Course and Project work Completion and Boost your Data Science Career.  We guide you to Clear IBM Data Science Professional Certification from this online training.

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