Data Science with Generative AI Course

Data Science with Generative AI

Fast-track your career in Data Science with our exclusive Advanced Certification Online Data Science and Generative AI program. Developed by industry leaders, this comprehensive course covers Python, Exploratory Data Analysis, Machine Learning, Deep Learning, and more, providing hands-on exposure to essential technologies.

Program Overview

Fast-track your career in Data Science with our exclusive Advanced Certification Online Data Science and Generative AI program. Developed by industry leaders, this comprehensive course covers Python, Exploratory Data Analysis, Machine Learning, Deep Learning, and more, providing hands-on exposure to essential technologies.

Key Features:

Comprehensive Curriculum

Our meticulously designed curriculum ensures a seamless progression, introducing learners to interconnected facets of Data Science, including Python, SQL, Tableau, Machine Learning, Deep Learning, Exploratory Data Analysis, Data Visualization, and Artificial Intelligence.

Expert Faculty

Delivered by industry leaders, our immersive lectures leverage advanced technological tools for a rich learning experience. Dedicated program managers are available to address non-curricular queries and manage aspects of the course.

Hands-on Learning

The program integrates assignments and projects, allowing you to test and apply newly acquired knowledge constructively. Instructors provide detailed feedback, fostering active participation.

Networking Opportunities

Our platform facilitates learner networking, connecting you with peers, mentors, and industry professionals. Communication channels include email, voice calls, and video calls, enhancing the online learning experience.

Flexible Support

One-on-one doubt-clearing sessions, coupled with email, voice call, and video call support, ensure a smooth learning journey. The dedicated support system covers study material-related doubts and managerial queries.

Certificate of Completion

Upon completion, you'll receive a verified certificate of completion from Learning with Data Forge that validates your expertise to employers.

Why Choose Learning with Data Forge's Data Science and Generative AI Program?

Learning with Data Forge addresses the demand for highly skilled Data Scientists who can leverage generative AI technologies effectively.

Embark on a transformative journey with Learning with Data Forge's comprehensive Data Science program.

Data Science with Generative AI

$3,295

  • 12-Months Live Online Program
  • Job Placement Assistance
  • AI, Projects and Case Studies
  • Industry Based - Projects
  • Certificate of Completion
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Key Highlights

  • 12-Months Live Online Program
  • Job Placement Assistance
  • AI Projects and Case Studies
  • Expert Experienced Trainers
  • 1:1 Doubt Session
  • Interview Preparation

Program Curriculum

Fundamentals of Python Programming

  1. Introduction to Python - print(), input(), Comments, Variables, Built-in Data Types
  2. Basics of Python - Strings and its methods, Python Booleans, Operators, Slicing and Indexing
  3. Python Data Structures
  4. Python Conditional Statements - IF, ELIF, ELSE
  5. Loops in Python
  6. Python Functions - Creating, Calling, Arguments, Default Parameters, RETURN, LAMBDA
  7. Python Classes and Objects
  8. Miscellaneous - Datetime, RegEx, String Formatting, TRY/EXCEPT

Exploratory Data Analysis using Advanced Python Libraries

  1. NumPy - Numerical Python
  2. Data Wrangling using PANDAS
  3. Data Visualization Using Matplotlib and Seaborn
  4. Web Scraping using Beautiful Soup

Practical Statistics for Data Scientists

  1. Introduction to Statistics - Data Types: Numeric, Categorical, Rectangular Data
  2. Descriptive Statistics
  3. Sampling Techniques - Bias Sample, Population, Random Sampling, Stratified Sampling
  4. Inferential Statistics - Confidence Intervals, Normal Distribution, T-Distribution
  5. A/B Testing, Hypothesis Testing, Permutation Tests
  6. Correlation Coefficient, Simple Linear Regression in Statistics

Machine Learning Fundamentals

  1. Introduction to Machine Learning - Supervised, Unsupervised, Reinforcement Learning
  2. Classification Techniques - Logistic Regression, KNN, SVM, Decision Trees
  3. Regression Techniques - Linear Regression, Polynomial Regression, Ridge, Lasso
  4. Ensemble Methods - Random Forests, Gradient Boosting, XGBoost
  5. Model Evaluation and Hyperparameter Tuning

Deep Learning and Neural Networks

  1. Introduction to Neural Networks
  2. TensorFlow and Keras
  3. Convolutional Neural Networks (CNNs)
  4. Recurrent Neural Networks (RNNs)
  5. Advanced Architectures - Transformers, BERT, GPT

Generative AI Technologies

  1. Introduction to Generative AI
  2. Language Models and Their Applications
  3. Autoencoders and Their Types
  4. Generative Adversarial Networks (GANs)
  5. Practical Applications - Text Generation, Image Generation, Code Generation

Capstone Project

  1. Multi-Modal AI Assistant (MMAI)
  2. Project Planning and Requirements Gathering
  3. Implementation and Development
  4. Testing and Evaluation
  5. Presentation and Documentation

What roles can you pursue with Data Science?

Senior Data Scientist

Understand the issues and create models based on the data gathered, and also manage a team of data scientists.

AI Expert

Build strategies on frameworks and technologies to develop AI solutions and help the organization prosper.

Machine Learning Expert

With the help of several machine learning tools and technologies, build statistical models with huge chunks of business data.

Generative AI Professional

Design and deploy advanced generative models to create innovative solutions, automate processes, and enhance decision-making.

Data Analyst Specialist

Analyze and interpret complex datasets to uncover actionable insights, create dynamic visualizations, and deliver data-driven solutions.

Senior Business Analyst

Extract data from the respective sources to perform business analysis, and generate reports, dashboards, and metrics.

Skills You Will Master

Python Programming

Data Visualization

Exploratory Data Analysis

Artificial Intelligence

Computer Vision

Natural Language Processing

Data Wrangling

Database Management

Data Storytelling

Machine Learning

Prediction Algorithms

Generative AI

Time Series Forecasting

Model Building

Data Structures & Algorithms

Top Data Science Case Studies

AI-Powered Recommendations

Data science and generative AI have revolutionized the entertainment industry by enabling personalized content delivery. Advanced algorithms analyze user preferences and behavior to provide tailored recommendations, boosting engagement and satisfaction.

Revolutionizing Conversational AI

Generative AI is setting new standards in conversational applications by powering advanced chatbots and virtual assistants. These AI models understand complex queries, draft content, and provide real-time support across industries.

Innovation in Healthcare

Generative AI and data science are transforming healthcare by streamlining processes like drug discovery and patient care. Predictive models analyze vast datasets to identify patterns, forecast outbreaks, and optimize treatment plans.

Ready to Transform Your Career?

Join our Data Science with Generative AI program and gain the skills needed to excel in this rapidly growing field. Upon completion, receive a certificate that validates your expertise.

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