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Course content

About Data Science with Python Training Program

  • Introduction to the Course
  • Course Help and Welcome
  • Python Environment Setup
  • Updates to Notebook Zip
  • Jupyter Notebooks
  • Optional: Virtual Environments
  • Welcome to the Python Crash Course Section!
  • Introduction to Python Crash Course
  • Python Crash Course
  • Welcome to the NumPy Section!
  • Introduction to Numpy
  • Numpy Arrays
  • Quick Note on Array Indexing
  • Numpy Array Indexing
  • Numpy Operations
  • Welcome to the Pandas Section!
  • Introduction to Pandas
  • Series
  • DataFrames - Part 1
  • DataFrames - Part 2
  • DataFrames - Part 3
  • Missing Data
  • Groupby
  • Merging Joining and Concatenating
  • Operations
  • Data Input and Output
  • Note on SF Salary Exercise
  • SF Salaries Exercise Overview
  • Welcome to the Data Visualization Section!
  • Introduction to Matplotlib
  • Matplotlib
  • Introduction to Seaborn
  • Distribution Plots
  • Distribution Plots Preview
  • Categorical Plots
  • Matrix Plots
  • Grids
  • Regression Plots
  • Style and Color
  • Pandas Built-in Data Visualization
  • Pandas Data Visualization
  • Introduction to Plotly and Cufflinks
  • Plotly and Cufflinks
  • Learn about Data Visualization with Plotly and Python!
  • Introduction to Geographical Plotting
  • Choropleth Maps
  • Choropleth Exercise
  • Welcome to the Data Capstone Projects!
  • Bank Data
  • Finance Data Project Overview
  • Finance Project
  • Welcome to Machine Learning. Here are a few resources to get you started!
  • Welcome to the Machine Learning Section!
  • Supervised Learning Overview
  • Evaluating Performance - Classification Error Metrics
  • Evaluating Performance - Regression Error Metrics
  • Machine Learning with Python
  • Linear Regression Theory
  • model_selection Updates for SciKit Learn
  • Linear Regression with Python 
  • Linear Regression Project
  • KNN Theory
  • Learn K Nearest Neighbors with Python! (05:38)
  • KNN with Python (19:39)
  • KNN Project Overview
  • Introduction to Tree Methods
  • Decision Trees and Random Forest with Python
  • Decision Trees and Random Forest Project Overview
  • Decision Trees and Random Forest Solution
  • SVM Theory
  • Support Vector Machines with Python
  • SVM Project Overview
  • K Means Algorithm Theory
  • K Means with Python
  • K Means Project Overview
  • K Means Project Solutions
  • Natural Language Processing Theory
    • Learn about Natural Language Processing with Python!
  • NLP with Python - Part 1
    • Learn about Natural Language Processing with Python!
  • NLP with Python - Part 2
    • Learn about Natural Language Processing with Python!
  • NLP with Python - Part 3
    • Learn about Natural Language Processing with Python!
  • NLP Project Overview
    • Learn about Natural Language Processing with Python!
  • NLP Project Solutions
  • Download TensorFlow Notebooks Here
  • Quick Check for Notes
  • Welcome to the Deep Learning Section!
  • Introduction to Artificial Neural Networks (ANN)
  • Installing Tensorflow
  • Perceptron Model
  • Neural Networks
  • Activation Functions
  • Multi-Class Classification Considerations
  • Cost Functions and Gradient Descent
  • Backpropagation
  • TensorFlow vs Keras
  • TF Syntax Basics - Part One - Preparing the Data
  • TF Syntax Basics - Part Two - Creating and Training the Model
  • TF Syntax Basics - Part Three - Model Evaluation
  • TF Regression Code Along - Exploratory Data Analysis
  • TF Regression Code Along - Exploratory Data Analysis - Continued
  • TF Regression Code Along - Data Preprocessing and Creating a Model
  • TF Regression Code Along - Model Evaluation and Predictions
  • TF Classification Code Along - EDA and Preprocessing
  • TF Classification - Dealing with Overfitting and Evaluation
  • TensorFlow 2.0 Project Options Overview
  • TensorFlow 2.0 Project Notebook Overview
  • Keras Project Solutions - Dealing with Missing Data
  • Keras Project Solutions - Dealing with Missing Data - Part Two
  • Keras Project Solutions - Categorical Data
  • Keras Project Solutions - Data PreProcessing
  • Keras Project Solutions - Creating and Training a Model
  • Welcome to the Big Data Section!
  • Big Data Overview
  • Spark Overview
  • Local Spark Set-Up
  • AWS Account Set-Up
  • Quick Note on AWS Security
  • EC2 Instance Set-Up
  • SSH with Mac or Linux
  • PySpark Setup
  • Lambda Expressions Review
  • Introduction to Spark and Python
  • RDD Transformations and Actions
  • Why Should You Learn Data Science with Python Training?

    The annual salary of an Data Science with Python is $125k.

    Request more information

    What you will get at Zeblearnindia Learning?

    Zeblearnindia Learning is your one-stop institute to learn SAP Online Training Courses, Web Designing, Data Science, Fullstack Developer, Salesforce, Workday, Machine Learning, software testing and video editing. With the flexibility of choosing between online and classroom (offline) modes of learning, our comprehensive courses have been specifically designed for students, working professionals, businessmen and entrepreneurs. Here’s what you’ll get at Zeblearnindia Learning:

    •   Trainers with 17+ years of experience
    •   100% Practical approach
    •   100% job placement assistance
    •   Highly-detailed learning material
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    TRAINING FEATURES

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    Instructor-led Sessions

    The most traditional way to learn with increased visibility,monitoring and control over learners with ease to learn at any time from internet-connected devices.

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    Real-life Case Studies

    Case studies based on top industry frameworks help you to relate your learning with real-time based industry solutions.

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    Assignment

    Adding the scope of improvement and fostering the analytical abilities and skills through the perfect piece of academic work.

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    Lifetime Access

    Get Unlimited access of the course throughout the life providing the freedom to learn at your own pace.

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    24 x 7 Expert Support

    With no limits to learn and in-depth vision from all-time available support to resolve all your queries related to the course.

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    Certification

    The most traditional way to learn with increased visibility,monitoring and control over learners with ease to learn at any time from internet.

    Program Core Credentials

    We're Here to Help!

    For any queries, feedback, or assistance, reach out to ZebLearn Learner Support.

    Phone Support

    For voice calls, please use the number below:

    +91 7277877778
    WhatsApp Support

    For calls and chat via WhatsApp, use the number below:

    +91 8506888288
    Track Week Days Course Duration Fast Track
    Week Days 40-45 Days 2 Hrs. Per Day Online
    Course Duration 7 Weekends 3 Hrs. Per Day Online
    Fast Track 8 Days 6+ Hrs. Per Day Online

    Unlock Your Scholarship! Register Today to Take Advantage of the Best Offer | Offer Ends In

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    Frequently Asked Question

    About Data Science with Python Training Program

    About Data Science with Python Training Program:
    This online Data Science with Python certification course gives you an in-depth understanding and advanced knowledge of the eight most important Data Science with Python domains and includes real-world projects for gaining domain experience to help you become industry-ready. You’ll be exposed to 30 Data Science with Python tools extensive project experience and a Data Science with Python capstone project to make you job-ready.
    Course Objectives:
    After you have completed this Data Science with Python course, you will receive a Data Science with Python certificate from zeblearnindia stating that you have acquired the latest Data Science with Python skill set, validating your ability to lead Data Science with Python efforts in your organization.
    Salary Expectations for Freshers:
    More than 55% of IT industries have been shifted to the cloud space and the numbers are expected to increase by over 25% in the future. And it has been predicted by Forbes that more than 80% of Enterprise Workloads will efficiently be handled through cloud technologies.Unlike different disciplines, the salary of a Data Science with Python professional is usually 30 percent higher.At the beginner level, you can earn up to $113K per annum.Even with less than one year of experience, you will make around Rs.4, 80,000 in a year.Data Science with Python certified are high in demand and gaining significant traction in the US and Canada. People with years of experience can earn maximum of Rs. 1,800,000 per annum.
    Career Growth after the Course:
    No matter whether you are a fresher or an experienced professional, our Data Science with Python course will help you gain the relevant skills you required. If you are looking to start a career in the field of cloud, we will help you gain all essential skills and let you clear the global certification examination, too.Establish yourself as a certified Data Science with Python professional and get hired by leading IT industries.Clear the interview and gain all essential technical and communication skills.Get a more than 30 percent hike in salary as a certified professional.On the course completion, attempt the Data Science with Python exam and clear it in the first attempt as we assure 100% clearance rate for our students.
    Why Data Science with Python is so popular
    There’s no denying that cloud-based apps now become the future in today’s tech-dominating landscape. As most of the industries are aggressively adopting the best cloud-based solutions, the demand for skilled Data Science with Python professionals has been increased worldwide.The reasons behind the popularity of Data Science with Python are as follows:
    • A multitude of career benefits as an Data Science with Python professional
    • In-demand Data Science with Python skills
    • Placement Assistance
    • Beyond expected salaries
    • Best-in-class course content curated by leading industry practitioners
    Job Roles and Responsibilities of an Data Science with Python Professional:
    The career prospects after a Data Science with Python course are way higher and abundant than any other certification right now! From middle management to fresher and starter roles, you can easily opt for a career that suits your Data Science with Python skills. Here are the top jobs you can get with a Data Science with Python specialist certification course:
    • Content Strategist
    • Digital Marketer
    • Editor
    • Graphic Designer
    • Social Media Manager
    • Copywriter
    • VR Developer
    • Video & VR Editor
    • SEO Specialist
    • SEM Specialist
    • UX Designer
    • Email Marketing Specialist
    • Freelancer (Content writing, Data Science with Python, SEO, etc)
    Top Hiring Industries in Data Science with Python:
    Top industry verticals:
    • Travel Industry, IT Sector, Healthcare and Medical Sector, Media & Entertainment, Banking & Finance, Transportation, Non-Profit Industries, eCommerce, Insurance Sector, etc.
    • Top hiring companies:
    • IBM, NETFLIX, FEDEX, Infosys, American Express, etc.
    • Benefits of getting trained with us:
    • Find yourself a more competent, confident, and knowledgeable resource.
    • Crack any interview with leading industries without any difficulty.
    • Start working in your dream company like a PRO.
    • See a drastic change in your communication skills.
    Training Certificate:
    You will get a completion certification to validate your skills after the completion of Data Science with Python certification training. Also, you are likely to get recognized among top corporate giants. When it comes to enhancing your overall career, we endeavor to give the maximum support.
    • Our training certificate is globally accepted
    • Helps the learner to climb the professional ladder
    • It showcases credibility
    • Increases your earning potential
    • Makes you stand tall above the rest
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    (9 February ) 60 Minutes WEBINAR with CERTIFICATE

    Date Time IST (GMT +5:30) Event Free Sign Up

    Students Reviews

    We always care for our students and love to getting good feedbacks from you. Take a look at what some of our clients think of us.

    Arjun Desai
    Arjun Desai
    Machine Learning Engineer
    The Data Science with Python course at Zeblearn India provided me with the practical skills and theoretical knowledge I needed to excel in my role. The comprehensive curriculum and experienced instructors made learning Python for data science both enjoyable and effective.
    Nisha Patel
    Nisha Patel
    Data Analyst
    Zeblearn India's Data Science with Python course was instrumental in advancing my career. The hands-on projects and real-world case studies allowed me to apply what I learned immediately. The instructors were always available to provide guidance and support.
    Vikram Rao
    Vikram Rao
    Data Engineer
    I highly recommend the Data Science with Python course at Zeblearn India. The course material was up-to-date and relevant, covering everything from basic Python programming to advanced data science techniques. The interactive sessions were particularly helpful in solidifying my understanding.
    Priya Sharma
    Priya Sharma
    Business Intelligence Analyst
    Taking the Data Science with Python course from Zeblearn India was one of the best decisions I made for my professional development. The structured approach and comprehensive coverage of Python for data science equipped me with the necessary skills to handle complex data projects confidently.
    Ravi Kumar
    Ravi Kumar
    Research Scientist
    The Data Science with Python course at Zeblearn India exceeded my expectations. The detailed lessons, practical exercises, and supportive learning environment made it easy to grasp even the most complex concepts. I feel well-prepared to tackle data science challenges in my career.
    Ramesh Patel
    Ramesh Patel
    Senior Business Analyst
    The Data Analytics course at Zeblearn India was excellent. The course material was well-organized and covered all necessary aspects of data analysis. The hands-on practice and real-world applications made a significant difference in my ability to analyze and interpret data effectively.
    Meera Rao
    Meera Rao
    Data Analyst
    Zeblearn India's Data Analytics training exceeded my expectations. The instructors were very knowledgeable and provided valuable insights into the latest data analysis tools and techniques. The practical exercises were incredibly useful for applying the concepts learned.
    Vikram Singh
    Vikram Singh
    Market Research Analyst
    The Data Analytics course at Zeblearn India was well worth the investment. The comprehensive curriculum, combined with the practical labs, equipped me with the skills needed to handle complex data analysis projects. I am now much more confident in my analytical abilities.
    Aarti Deshmukh
    Aarti Deshmukh
    Data Specialist
    Zeblearn India's Data Analytics training was a game-changer for me. The course provided in-depth knowledge and practical skills that I could immediately apply to my work. The support from the instructors was exceptional, making the learning process smooth and effective.
    Sanjay Kumar
    Sanjay Kumar
    Data Consultant
    The Data Analytics training at Zeblearn India was thorough and engaging. The course content was relevant and up-to-date, and the hands-on experience with real-world data sets was invaluable. I feel much better prepared to tackle data analysis challenges in my role.
    Aarav Kumar
    Data Scientist
    The Data Science with Python training at Zeblearn India was outstanding. The course content was comprehensive and the hands-on projects helped me apply theoretical concepts to real-world scenarios. This training has significantly boosted my data science skills.
    Aditi Sharma
    Senior Data Analyst
    Zeblearn India's Data Science with Python course was highly informative and practical. The instructors were experts in their field, and the real-world examples provided a clear understanding of complex concepts. This training has greatly enhanced my analytical abilities.
    Rohan Mehta
    Data Scientist
    The Data Science with Python training at Zeblearn India exceeded my expectations. The course was well-structured and covered both foundational and advanced topics. The practical exercises were instrumental in solidifying my understanding of data science methodologies.
    Meera Rao
    Senior Data Scientist
    Zeblearn India's Data Science with Python training provided a deep and comprehensive understanding of the subject. The instructors were knowledgeable, and the hands-on sessions were very engaging. I now feel confident in applying data science techniques to my work.
    Arjun Patel
    Data Scientist
    The Data Science with Python course at Zeblearn India was exceptional. The training covered a wide range of topics, and the practical labs were particularly useful in understanding how to implement data science algorithms. This course has been a great boost to my career.
    Kritika Gupta
    Data Science Consultant
    The Data Science with Python training at Zeblearn India was highly effective. The course was detailed and provided a deep dive into data science techniques. The hands-on projects were especially beneficial in applying what I learned to real-world problems.
    Siddharth Kapoor
    Lead Data Scientist
    Zeblearn India's Data Science with Python training was an excellent learning experience. The course content was relevant and up-to-date, and the instructors were very knowledgeable. The practical exercises helped me gain a solid grasp of data science concepts.
    Aditi Desai
    Data Engineer
    The Data Science with Python course at Zeblearn India was very comprehensive. The training provided a good balance of theory and practical application. The skills I gained have been invaluable in my role as a data engineer, allowing me to build more sophisticated models.
    Vikas Agarwal
    Research Scientist
    The Data Science with Python training at Zeblearn India was outstanding. The course was well-structured, and the hands-on projects were very helpful in understanding the practical aspects of data science. This training has significantly improved my research capabilities.
    Neha Joshi
    AI Researcher
    The Data Science with Python training provided by Zeblearn India was excellent. The instructors were very knowledgeable, and the course content was thorough. The hands-on exercises and real-world examples made the learning process engaging and effective.

    Data Science with Python Training Program - Flexible batches for you

    Date Type Schedule Time
    SOLD OUT 9 February 2025 Weekend SAT - SUN (08 Week) 18:00 To 20:00
    Filling Img 14 February 2025 Weekday MON - FRI (08 Week) 08:00 To 10:00
    19 February 2025 Weekend MON - FRI (08 Week) 10:00 To 00:00

    Price  1,20,000

    Now  95,000

    Enroll Now, Pay Later

    Explore Our Courses Across India - Flexible batches

    We are proud to offer our Data Science with Python Training Program services across numerous states nationwide.

    Explore Our Data Science with Python Training Program Courses Across The World

    We are proud to offer our Data Science with Python Training Program services across numerous countries worldwide.

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