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How and Why to Register
Dear, to register for the 6 months AI and Data Science Mentorship Program, click this link and fill the form give there: https://shorturl.at/fuMX6
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Software installation and Important Details
In this section you will learn which software are important to install and learn from.
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Day-1
Introduction and details about 6 months plan
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Day-2
What is AI and How is it Different From Data Science?
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Day-3
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Day-4
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Day-5
Learn Python from Zero
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Day-6
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Day-7
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Day-8
Master Pandas Library
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Day-10
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Day-13
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Day-17: Complete EDA on Google PlayStore Apps
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Day-18: Outliers
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Day-19: Complete EDA project on Apple APP store apps Dataset
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Day-20
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Day-21: Data Visualization-1
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Day-22: Data Science Portfolio
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Day-23: Data Visualization-2
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Day-24: Data Visualization-3
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Day-25: Quiz Time, Data Visualization-4
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Day-26: Data Visualization-5
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Day-27: Data Scaling/Normalization/standardization and Encoding
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Day-28: NumPy (Part-1)
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Day-29: NumPy (Part-2)
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Day-30: NumPy (Part-3)
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Day-31: NumPy (Part-4)
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Day-32a: NumPy (Part-5)
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Day-32b: Data Preprocessing / Data Wrangling
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Day-33: Zero-to-Math for Data Science (Part-1)
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Day-34: Zero-to-Math for Data Science (Part-2)
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Day-35: Zero-to-Math for Data Science (Part-3)
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Day-36: Zero-to-Math for Data Science (Part-4)
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Day-37: Algebra in Data Science
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Day-38: Pre-Algebra (Part-1)
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Day-39: Pre-Algebra (Part-2)
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Day-40: Pre-Algebra (Part-3)
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Day-41: Elementary Algebra
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Day-42: Linear Algebra (Part-1)
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Day-43: Linear Algebra (Part-2)
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Day-44: Linear Algebra (Part-3)
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Day-45: Linear Algebra (Part-4)
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Day-46: Linear Algebra (Part-5)
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Day-47: Linear Algebra (part-6)
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Day-48: Linear Algebra (Part-7)- Solving System of Equations
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Day-49: Linear Algebra (Part-8)- Solving System of Equations
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Day-50: Linear Algebra (Part-9)- Solving System of Equations
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Day-51: Linear Algebra (Part-10) – Python
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Day-52: Statistics for Data Science (Part-1)
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Day-53: Statistics for Data Science (Part-2)
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Day-54: Statistics for Data Science (Part-3)
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Day-55: Statistics for Data Science (Part-4)
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Day-56: Statistics for Data Science (Part-5)
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Day-57: Statistics for Data Science (Part-6)
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Day-58: Statistics for Data Science (Part-7)
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Day-59: Statistics for Data Science (Part-8)
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Day-60: Statistics for Data Science (Part-9)
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Day-61: Statistics for Data Science (Part-10)
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Day-62: Statistics for Data Science (Part-11)
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Day-63: Statistics for Data Science (Part-12)
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Day-64: Statistics for Data Science (Part-13)
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Day-65: Statistics for Data Science (Part-14)
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Day-66: Statistics for Data Science (Part-15)
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Day-67: Machine Learning (Part-1)
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Day-68: Machine Learning (Part-2)
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Day-69: Machine Learning (Part-3)
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Day-70: Machine Learning (Part-4)
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Day-71: Machine Learning (Part-5)
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Day-72: Machine Learning (Part-6)
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Day-73: Machine Learning (Part-7)
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Day-74: Machine Learning (Part-8)
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Day-75: Machine Learning (Part-9)
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Day-76: Machine Learning (Part-10)
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Day-77: Machine Learning (Part-11)
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Day-78: Machine Learning (Part-12)
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Day-79: Machine Learning (Part-13) Decision Tree
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Day-80: Machine Learning (Part-14)-Ensemble Algorithms
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Day-81: Machine Learning (Part-15)-Evaluation Metrics
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Day-82: Machine Learning (Part-16)-Metrics for Classification
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Day-83: Machine Learning (Part-17)
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Day-84: Machine Learning (Part-18)
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Day-85: Machine Learning (Part-19)
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Day-86: Machine Learning (Part-20)
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Day-87: Machine Learning (Part-21)
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Day-88: Machine Learning (Part-22)
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Day-89: Machine Learning (Part-23)
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Day-90: Machine Learning (Part-24)
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Day-91: Machine Learning (Part-25)
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Day-92: Machine Learning (Part-26)
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Day-93: Machine Learning (Part-27)
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Day-94: Machine Learning (Part-28)
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Day-95: Machine Learning (Part-29)
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Day-96: Machine Learning (Part-30)
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Day-97: Machine Learning (Part-31)
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Day-98: Machine Learning (Part-32)
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Day-99: Machine Learning (Part-33)
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Day-100: Un-Supervised Machine Learning (Part-1)
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Day-101: Un-Supervised Machine Learning (Part-2)
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Day-102: Un-Supervised Machine Learning (Part-3)
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Day-103: Deep Learning (Part-1)
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Day-104: Deep Learning (Part-2)
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Day-105: Deep Learning (Part-3)
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Day-106: Deep Learning (Part-4)
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Day-107: Deep Learning (Part-5)
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Day-108: Deep Learning (Part-6)
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Day-109: Deep Learning (Part-7)
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Day-110: Deep Learning (Part-8)-Activation Functions
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Day-111: Case Studies (Complete Machine/Deep Learning Projects)
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Day-112: Deep Learning (Part-9)-Complete Project
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Day-113: Deep Learning (Part-10)-Complete Project
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Day-114: Deep Learning (Part-11)-Convolutional Neural Network (CNN)
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Day-115: Deep Learning (Part-12)-Convolutional Neural Network (CNN)
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Day-116: Deep Learning (Part-13)-Computer Vision
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Day-117: Deep Learning (Part-14)-Complete CNN Project
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Day-118: Deep Learning (Part-15)-Recurrent Neural Network (RNN)
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Day-119: Deep Learning (Part-16)-Natural Language Processing (NLP)
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Day-120: Deep Learning (Part-17)-Natural Language Processing (NLP)
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Day-121: Time Series Analysis (Part-1)
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Day-122: Time Series Analysis (Part-2)
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Day-123: Time Series Analysis (Part-3)
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Day-124: Time Series Analysis (Part-4)
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Day-125: Time Series Analysis (Part-5)
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Day-126: Time Series Analysis (Part-6): Web-scrapping
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Day-127: Time Series Analysis (Part-7): ARIMA models for time series
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Day-128: Time Series Analysis (Part-8): Complete Project
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Day-129: git & GitHub Crash Course
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Day-130: Over-fitting and Under-fitting in a Model
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Day-131: Improving Machine/Deep Learning Model’s Performance
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Day-132: Transfer Learning and Pre-trained Models (Part-1)
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Day-133: Transfer Learning and Pre-trained Models (Part-2)
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Day-134 Transfer Learning and Pre-trained Models (Part-3)
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Day-135: Generative AI (Part-1)
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Day-136: Generative AI (Part-2)
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Day-137: Generative AI (Part-3)
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Day-138: Generative AI (Part-4)
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Day-139: Generative AI (Part-5)-Tensorboard
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Day-140: Generative AI (Part-6)-Diffusion Models
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Day-141: Generative AI (Part-7)
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Day-142: Prompt Engineering
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Day-143: Huggingface
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Day-144: LangChain and APIs
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Day-145: Streamlit for webapp development and deployment (Part-1)
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Day-146: Streamlit for webapp development and deployment (Part-2)
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Day-147: Streamlit for webapp development and deployment (Part-3)
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Day-148: Streamlit for webapp development and deployment (Part-4)
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Day-149: Streamlit for webapp development and deployment (Part-5)
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Day-150: Streamlit for webapp development and deployment (Part-6)
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Day-151: Streamlit for webapp development and deployment (Part-7)
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Day-152: Streamlit for webapp development and deployment (Part-8)
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Day-153: Streamlit for webapp development and deployment (Part-9)
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Day-154: Streamlit for webapp development and deployment (Part-10)
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Day-155: Streamlit for webapp development and deployment (Part-11)
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Day-156: Streamlit for webapp development and deployment (Part-12)
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Day-157: Streamlit for webapp development and deployment (Part-13)
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How to Earn using Data Science and AI skills
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Day-158: Flask for web app development (Part-1)
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Day-159: Flask for web app development (Part-2)
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Day-160: Flask for web app development (Part-3)
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Day-161: Flask for web app development (Part-4)
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Day-162: Flask for web app development (Part-5)
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Day-163: Flask for web app development (Part-6)
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Day-164: Flask for web app development (Part-7)
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Day-165: Flask for web app deployment (Part-8)
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Day-166: FastAPI (Part-1)
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Day-167: FastAPI (Part-2)
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Day-168: FastAPI (Part-3)
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Day-169: FastAPI (Part-4)
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Day-170: FastAPI (Part-5)
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Day-171: FastAPI (Part-6)
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Day-172: FastAPI (Part-7)
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Day-173: FastAPI (Part-8)
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Day-174: FastAPI (Part-9)
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Day-175: Tableau Complete Course (Part-1)
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Day-176: Tableau Complete Course (Part-2)
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Day-177: Tableau Complete Course (Part-3)
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Day-178: Tableau Complete Course (Part-4)
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Day-179: Power BI (Part-1)
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Day-180: Power BI (Part-2)
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Day-181: Power BI (Part-3)
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Day-182: Power BI (Part-4)
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Day-183: Power BI (Part-5)
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Day-184: Structured Querry Language (SQL) for Beginners
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