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Course content

About HR Analytics with Python Program

• What is Analytics (BI, BA, Levels etc.) 
• Why Analytics (Application in various domains..) 
• Different Roles in Analytics 
• Tools and Techniques in Analytics 
• Data Science, Data Mining, Statistics, Machine Learning, Supervised and Non-Supervised Techniques 
• Scales of Measurement 
• CRISP Modeling Framework

• Anaconda - Download & Setup 
• IDEs - Jupyter, Spyder, PyCharm 
• Git - Setup and Configuration with IDEs 
• Creating and Managing Analytics/ ML Projects

• Basic Data Structures & Programming Constructs 
• Libraries 
• Numpy 
• Pandas 
• Matplotlib

• Group Summaries 
• Crosstab, Pivot and Reshape data 
• Managing Missing Values 
• Outliers Detection 
• Various types of Joins, merge 
• Managing indexes in pandas 
• Partitioning data into train and test set 
• Scaling of Data (useful for Clustering)

• Basic Statistics (mean, median, mode) 
• Other Statistics (sd, var, quantile, skewness, kurtosis) 
• Hypothesis Tests (t-test, Chi-square tests etc.) • Probability Distributions (normal, binomial etc.) 
• Sampling Techniques

• Selection of Graph 
• Libraries (matplotlib, seaborn, plotnine) 
• Basic Graphs (histogram, barplot, boxplot, pie etc.) 
• Managing plot parameters(size, title, axis, legend etc.) 
• Advanced Graphs (correlation, heatmap, mosaic etc.) 
• Exporting graphs

• Simple Linear Regression 
• Multiple Linear Regression 
• Libraries - sklearn, statsmodel 
• Predict DV on IVs 
• Metrics of Linear Regression(R2, RMSE, p-values) 
• Applications of Linear Regression 
• Assumptions of Linear Regression

• Difference between Linear and Logistic 
• Logistic Regression 
• Metrics of Logistic Regression (confusion matrix, ROC curve) 
• Predict probability of DV on IV 
• Applications of Logistic Regression

• Difference between classification and regression decision trees from CART models 
• Understanding tree from the plot 
• Classification Tree - predict class, plot, accuracy 
• Regression Tree - predict numerical value, plot, RMSE 
• Improving tree accuracy using Random Forests 
• Bagging and Boosting 
• Applications of Decision Tree 
• KNN (K-nearest neigbours) 
• Neural Networks 
• Gradient Descent
• SVM (Support Vector Machine) 

• Clustering for Grouping Data Types - Hierarchical & Non-Hierarchical 
• Kmeans - output metrics (iter, error, plot) 
• Hierarchical (Agglomerative & Divisive) - Dendrogram, Visual plot 
• Extracting the data in clusters, Cluster Centers 
• Applications of Clustering

• Applying AR to grocery store for Market Basket Analysis 
• Metrics- Support, Confidence, Lift 
• Frequent Itemsets and Rules; Filtering rules 
• Applications of AR 

• Managing Unstructured Data; Unstructured to Structured Data 
• Extracting Tweets from Twitter 
• Extracting words for Sentiment Analysis 
• Wordcloud to Visualize the frequency of occurrence of words in text 
• Applications of Text Mining

• Creating & Managing dates and times 
• Creating and managing time series data 
• Download stock prices data using libraries and analyzing them 
• Time Series Components(Seasonal, Irregular, Trend) & Types (Additive & Multiplicative) 
• Time Series Analysis - Simple Moving Average, Exponential Smoothening, ARIMA forecasting 
• Plotting Time Series, Candlesticks diagram for stocks 
• Applications of Time Series Analysis
Why Should You Learn HR Analytics with Python Training?

The annual salary of an HR Analytics with Python is $125k.

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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

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Frequently Asked Question

About HR Analytics with Python Program

About HR Analytics with Python Program:
This online HR Analytics with Python certification course gives you an in-depth understanding and advanced knowledge of the eight most important HR Analytics with Python domains and includes real-world projects for gaining domain experience to help you become industry-ready. You’ll be exposed to 30 HR Analytics with Python tools extensive project experience and a HR Analytics with Python capstone project to make you job-ready.
Course Objectives:
After you have completed this HR Analytics with Python course, you will receive a HR Analytics with Python certificate from zeblearnindia stating that you have acquired the latest HR Analytics with Python skill set, validating your ability to lead HR Analytics 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 HR Analytics 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.HR Analytics 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 HR Analytics 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 HR Analytics 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 HR Analytics with Python exam and clear it in the first attempt as we assure 100% clearance rate for our students.
Why HR Analytics 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 HR Analytics with Python professionals has been increased worldwide.The reasons behind the popularity of HR Analytics with Python are as follows:
  • A multitude of career benefits as an HR Analytics with Python professional
  • In-demand HR Analytics with Python skills
  • Placement Assistance
  • Beyond expected salaries
  • Best-in-class course content curated by leading industry practitioners
Job Roles and Responsibilities of an HR Analytics with Python Professional:
The career prospects after a HR Analytics 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 HR Analytics with Python skills. Here are the top jobs you can get with a HR Analytics 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, HR Analytics with Python, SEO, etc)
Top Hiring Industries in HR Analytics 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 HR Analytics 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

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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.

Ravi Kumar
HR Data Analyst
The HR Analytics with Python program at ZebLearnIndia was incredibly insightful. The course effectively combined HR analytics principles with Python programming, providing me with the tools to analyze complex HR data. The hands-on projects and expert guidance helped me gain practical skills that I could immediately apply in my role.
Meera Nair
HR Business Partner
ZebLearnIndia’s HR Analytics with Python program was a game-changer for my career. The integration of Python with HR analytics offered a unique approach to data analysis. The course was well-structured, with practical exercises that enhanced my ability to generate actionable insights from HR data.
Vikram Singh
Talent Management Specialist
I thoroughly enjoyed the HR Analytics with Python program offered by ZebLearnIndia. The program provided a deep dive into using Python for HR data analysis, combining theoretical knowledge with practical coding skills. The course materials and instructor support were top-notch, making it a valuable learning experience.
Sonia Patel
HR Consultant
The HR Analytics with Python program at ZebLearnIndia was excellent. It equipped me with advanced analytics skills and Python programming expertise tailored to HR needs. The interactive sessions and practical assignments were very effective in helping me understand and apply analytics techniques in real-world scenarios.
Arjun Desai
Employee Insights Manager
ZebLearnIndia’s HR Analytics with Python program provided a perfect blend of HR analytics concepts and Python coding skills. The course was highly practical, offering hands-on experience with real data sets and analytics tools. The knowledge gained from this program has significantly enhanced my ability to drive data-informed decisions in HR.

HR Analytics with Python 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 HR Analytics with Python Program services across numerous states nationwide.

Explore Our HR Analytics with Python Program Courses Across The World

We are proud to offer our HR Analytics with Python Program services across numerous countries worldwide.

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