Curriculum


• Define Python
• Understand the need for Programming
• Know why to choose Python over other languages
• Setup Python environment
• Understand Various Python concepts – Variables, Data Types Operators, Conditional Statements and Loops
• Illustrate String formatting
• Understand Command Line Parameters and Flow control

• Python installation
• Windows, Mac & Linux distribution for Anaconda Python
• Deploying Python IDE
• Basic Python commands, data types, variables, keywords and more

• Looping in Python
• Data Structures: List, Tuple, Dictionary, Set
• First Python program
• Write a Python Function (with and without parameters)
• Create a member function and a variable
• Tuple
• Dictionary
• Set and Frozen Set
• Lambda function

• Standard Libraries
• Modules Used in Python (OS, Sys, Date and Time etc.)
• The Import statements
• Module search path
• Package installation ways
• Errors and Exception Handling
• Handling multiple exceptions

• Introduction to arrays and matrices
• Indexing of array, datatypes, broadcasting of array math
• Standard deviation, Conditional probability
• Correlation and covariance
• NumPy Exercise Solution

• Pandas for data analysis and machine learning
• Pandas for data analysis and machine learning Continued
• Time series analysis
• Linear regression
• Logistic Regression
• ROC Curve
• Neural Network Implementation
• K Means Clustering Method

• Matplotlib library
• Grids, axes, plots
• Markers, colours, fonts and styling
• Types of plots - bar graphs, pie charts, histograms
• Contour plots

• Perform function manipulations on Data objects
• Perform Concatenation, Merging and Joining on DataFrames
• Iterate through DataFrames
• Explore Datasets and extract insights from it

• What is natural language processing, working with NLP on text data
• Scikit-Learn for Natural Language Processing
• The Scikit-Learn machine learning algorithms
• Sentimental Analysis – Twitter

• Deploying Python coding for MapReduce jobs on Hadoop framework.
• Python for Apache Spark coding
• Deploying Spark code with Python
• Machine learning library of Spark MLlib
• Deploying Spark MLlib for Classification, Clustering and Regression

Training Options

Self-Paced Learning

15,999.00 10,999.00
  • Learn at your convenient time and pace
  • Gain on-the-job kind of learning experience through high quality Videos built by industry experts.
  • Interactive Sessions as good as Classroom experience.
  • Learn end to end course content that is similar to instructor led virtual/classroom training.
  • Cost Effective as well as Convenient.

Blended Learning

  • Everything in Self-Paced Plus
  • Learn in an instructor-led online training class

Corporate Training

Customized to your team’s needs

  • Customized learning delivery model (self-paced and/or instructor-led)
  • Flexible pricing options
  • Enterprise grade learning management system (LMS)
  • Enterprise dashboards for individuals and teams
  • 24×7 learner assistance and support

Course Description

Python with Data Science

Python for Data Analytics training lets you master the concepts of the widely used and powerful programming language, Python. This Python Course will also help you master important Python programming concepts such as data operations, file operations, object-oriented programming and various Python libraries such as Pandas, NumPy, Matplotlib which are essential for Data Science. You will work on real-world projects in the domain of Python and apply it for various domains of Big Data, Data Science and Machine Learning.

 

What you will Learn in this Course?

  • Introduction to Python
  • Python Environment Setup and Essentials
  • Python language Basic Constructs
  • OOP (Object Oriented Programming) in Python
  • Introduction to NumPy
  • Introduction to Pandas
  • Data Visualisation and Data Manipulation
  • Scikit-Learn for Natural Language Processing
  • Introduction to Python for Big Data Hadoop

Key Features

Self-Paced Online Video

• Self-paced Videos:30 Hrs
• Exercises & Project Work: 56 Hrs
• A 360-degree learning approach that you can adapt to your learning style

1 Year Unlimited Access

You get 1 Year unlimited access to LMS where presentations, quizzes, installation guide & class recordings are there.

24 x 7 Expert Support

We have 24x7 online support team to resolve all your technical queries, through ticket-based tracking system

Certification

Successfully complete your course and Tecklearn will provide you Python with Data Science Certification.

Real-life Case Studies

Live project based on any of the selected use cases, involving implementation of the various Python with Data Analytics concepts.

Learn at your Convenience

• Certification and Job Assistance
• Flexible Schedule

Reviews

A

ARPIT SHARMA

Python with Data Science

Tecklearn give me the good knowledge and experience, It helps me alot in all aspects.It is very useful for me to groom myself in regards to my skills and knowledge in this fast pace environment.... Tecklearn give me the good knowledge and experience, It helps me alot in all aspects.It is very useful for me to groom myself in regards to my skills and knowledge in this fast pace environment. Read More
A

ARSHITA RAWAT

Python with Data Science

I've been accepted to Python program . Python fundamentals and applications using python courses are way ahead when it comes to course content they provide. Great value for the money! I've done so many non Tecklearn sessions which charge substantial amounts but are not even close to even one lesson of applications using Python. Just dedicate yourself to Tecklearn you will not be disappointed.... I've been accepted to Python program . Python fundamentals and applications using python courses are way ahead when it comes to course content they provide. Great value for the money! I've done so many non Tecklearn sessions which charge substantial amounts but are not even close to even one lesson of applications using Python. Just dedicate yourself to Tecklearn you will not be disappointed. Read More
A

Arvind Manocha

Python with Data Science

The course gives sufficient training required for Python in short time in right direction. Also, LMS and smart eBooks is very helpful. Off course, practical sessions are necessary for Exam, but the course make it easy to understand and memorize the concept of its contents by giving examples and Hands on training.... The course gives sufficient training required for Python in short time in right direction. Also, LMS and smart eBooks is very helpful. Off course, practical sessions are necessary for Exam, but the course make it easy to understand and memorize the concept of its contents by giving examples and Hands on training. Read More
A

Anoj Dixit

Python with Data Science

Very good Hands-on Python Learning Experience. It was helpful with recorded sessions and detailed course curriculum. Covered each and every topic with real time scenarios. Thanks to Tecklearn Team.... Very good Hands-on Python Learning Experience. It was helpful with recorded sessions and detailed course curriculum. Covered each and every topic with real time scenarios. Thanks to Tecklearn Team. Read More
R

Raju Zagade

Python with Data Science

Good Quality training with Real time experience trainers and hands on experience training.... Good Quality training with Real time experience trainers and hands on experience training. Read More

Certification

The demand for Data Science professionals has surged, making this course well-suited for participants at all levels of experience. This Data Science with Python training is beneficial for analytics professionals willing to work with Python, software and IT professionals interested in the field of analytics, and anyone with a genuine interest in Data Science. As part of this training you will be working on real-time projects and assignments that have immense implications in the real-world industry scenarios, thus helping you fast track your career effortlessly.

Tecklearn’s Python with Data Science Certification will be awarded upon the completion of the course.

Projects

  • To put your knowledge on into action, you will be required to work on industry-based projects that discuss significant real-time use cases.
  • These projects are completely in-line with the modules mentioned in the curriculum and help you to clear the certification.

FAQ Content


You will never miss a lecture at Tecklearn. Tecklearn provides recordings of each class so you can review them as needed before the next session.

Your access to the Support Team is for lifetime and will be available 24/7. The team will help you in resolving queries, during and after the course.

Post-enrolment, the LMS access will be instantly provided to you and will be available for lifetime. You will be able to access the complete set of previous class recordings, PPTs, PDFs, assignments. Moreover, the access to our 24x7 support team will be granted instantly as well. You can start learning right away.

Yes, the access to the course material will be available for lifetime once you have enrolled into the course.

All the instructors at Tecklearn are practitioners from the Industry with minimum 10-12 years of relevant IT experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

Average salary of Python Certified Developer is $123,656 per annum - Indeed.com

Learning Python can be highly beneficial for any IT professional. Python developers are in high demand in the job market. From web design to machine learning, Python has reach in many different verticals, which makes it an easy choice for beginners to learn and master.

With online certification training you get the flexibility to learn on your own terms.
Major advantages are:
Access to Latest Course Curriculum
Connect with Instructors around the world
Real-life Projects & Case Studies
Lifetime Access & 24x7 support

Learning Python does not require you to have any pre requisite skill-set. Anyone with a strong logical thinking and willingness to learn can master this programming language. This is largely down to the ease and simplicity that Python offers. A skilled Python developer should have in-depth knowledge and practical experience in one or more of the various frameworks in Python.
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  • 365 Days
  • Course Certificate
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Course Curriculum

Modules
Python with Data Analytics Module -1 00:00:00
Python with Data Analytics Module -2 00:00:00
Python with Data Analytics Module -3 00:00:00
Python with Data Analytics Module -4 00:00:00
Python with Data Analytics Module -5 00:00:00
Python with Data Analytics Module -6 00:00:00
Python with Data Analytics Module -7 00:00:00
Python with Data Analytics Module -8 00:00:00
Python with Data Analytics Module -9 00:00:00
Python with Data Analytics Module -10 00:00:00
Python with Data Science Quiz 01:00:00

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